
!pip uninstall scikit-learn-intelex

^C


import modin.pandas as pd
import numpy as np
from tqdm.notebook import tqdm
from sklearnex import patch_sklearn
patch_sklearn()
from sklearn.linear_model import LogisticRegression
import joblib

---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
Input In [3], in <cell line: 5>()
      3 from tqdm.notebook import tqdm
      4 from sklearnex import patch_sklearn
----> 5 patch_sklearn()
      6 from sklearn.linear_model import LogisticRegression
      7 import joblib

File ~\anaconda3\envs\sk\lib\site-packages\sklearnex\dispatcher.py:82, in patch_sklearn(name, verbose, global_patch)
     79     from sklearnex.glob.dispatcher import patch_sklearn_global
     80     patch_sklearn_global(name, verbose)
---> 82 from daal4py.sklearn import patch_sklearn as patch_sklearn_orig
     84 if new_patching_available:
     85     for config in ['set_config', 'get_config', 'config_context']:

File ~\anaconda3\envs\sk\lib\site-packages\daal4py\sklearn\__init__.py:17, in <module>
      1 #===============================================================================
      2 # Copyright 2014-2021 Intel Corporation
      3 #
   (...)
     14 # limitations under the License.
     15 #===============================================================================
---> 17 from .monkeypatch.dispatcher import enable as patch_sklearn
     18 from .monkeypatch.dispatcher import disable as unpatch_sklearn
     19 from .monkeypatch.dispatcher import _patch_names as sklearn_patch_names

File ~\anaconda3\envs\sk\lib\site-packages\daal4py\sklearn\monkeypatch\dispatcher.py:30, in <module>
     28 from ..cluster.k_means import KMeans as KMeans_daal4py
     29 from ..cluster.dbscan import DBSCAN as DBSCAN_daal4py
---> 30 from ..linear_model.coordinate_descent import Lasso as Lasso_daal4py
     31 from ..linear_model.coordinate_descent import ElasticNet as ElasticNet_daal4py
     32 from ..linear_model.linear import LinearRegression as LinearRegression_daal4py

File ~\anaconda3\envs\sk\lib\site-packages\daal4py\sklearn\linear_model\__init__.py:18, in <module>
      1 #!/usr/bin/env python
      2 #===============================================================================
      3 # Copyright 2014-2021 Intel Corporation
   (...)
     15 # limitations under the License.
     16 #===============================================================================
---> 18 from .linear import LinearRegression
     19 from .logistic_path import logistic_regression_path, LogisticRegression
     20 from .ridge import Ridge

File ~\anaconda3\envs\sk\lib\site-packages\daal4py\sklearn\linear_model\linear.py:17, in <module>
      1 #===============================================================================
      2 # Copyright 2014-2021 Intel Corporation
      3 #
   (...)
     14 # limitations under the License.
     15 #===============================================================================
---> 17 from ._linear import *

File ~\anaconda3\envs\sk\lib\site-packages\daal4py\sklearn\linear_model\_linear.py:26, in <module>
     24 from .._utils import sklearn_check_version
     25 from .._device_offload import support_usm_ndarray
---> 26 from sklearn.utils.fixes import sparse_lsqr
     27 from sklearn.utils.validation import _check_sample_weight
     28 from sklearn.utils import check_array

ImportError: cannot import name 'sparse_lsqr' from 'sklearn.utils.fixes' (C:\Users\kvray\AppData\Roaming\Python\Python38\site-packages\sklearn\utils\fixes.py)


df = pd.read_csv("train_bank_marketing.csv")

df


df.dtypes

age                 int64
job                object
marital            object
education          object
default            object
housing            object
loan               object
contact            object
month              object
day_of_week        object
duration            int64
campaign            int64
pdays               int64
previous            int64
poutcome           object
emp.var.rate      float64
cons.price.idx    float64
cons.conf.idx     float64
euribor3m         float64
nr.employed       float64
y                   int64
dtype: object


job = {"admin.":1,"blue-collar":2,"entrepreneur":3,
       "housemaid":4,"management":5,"retired":6,
       "self-employed":7,"services":8,"student":9,
       "technician":10,"unemployed":11,"unknown":0}

civil = {"divorced":1,"married":2,"single":3,"unknown":0}

educ = {"basic.4y":1,"basic.6y":2,"basic.9y":3,
        "high.school":4,"illiterate":5,"professional.course":6,
        "university.degree":7,"unknown":0}

binary = {"no":0,"yes":1,"unknown":1}

contact = {"cellular":0,"telephone":1}

month = {'jan': 1,
        'feb': 2,
        'mar': 3,
        'apr': 4,
        'may': 5,
        'jun': 6,
        'jul': 7,
        'aug': 8,
        'sep': 9,
        'oct': 10,
        'nov': 11,
        'dec': 12}

day = {"mon":1,"tue":2,"wed":3,"thu":4,"fri":5}
poutcome = {"failure":0,"nonexistent":1,"success":2}


df['job'] = df['job'].apply(lambda x: job[x])
df['marital'] = df['marital'].apply(lambda x: civil[x])
df['education'] = df['education'].apply(lambda x: educ[x])
df['default'] = df['default'].apply(lambda x: binary[x])
df['housing'] = df['housing'].apply(lambda x: binary[x])
df['loan'] = df['loan'].apply(lambda x: binary[x])
df['contact'] = df['contact'].apply(lambda x: contact[x])
df['month'] = df['month'].apply(lambda x: month[x])
df['day_of_week'] = df['day_of_week'].apply(lambda x: day[x])
df['poutcome'] = df['poutcome'].apply(lambda x: poutcome[x])

df


grouped_df = df.groupby('job')
 
df[['emp_mean', 'price_mean', 'conf_mean', 'euri_mean', 'nremp_mean']] = grouped_df[['emp.var.rate',  'cons.price.idx', 'cons.conf.idx', 'euribor3m', 'nr.employed']].transform('mean')
 
df[['emp_std', 'price_std', 'conf_std', 'euri_std', 'nremp_std']] = grouped_df[['emp.var.rate',  'cons.price.idx', 'cons.conf.idx', 'euribor3m', 'nr.employed']].transform('std')
 
df[['emp_count', 'price_count', 'conf_count', 'euri_count', 'nremp_count']] = grouped_df[['emp.var.rate',  'cons.price.idx', 'cons.conf.idx', 'euribor3m', 'nr.employed']].transform('count')
X = df[df.columns.drop(['y'])]
y = df['y']


#logistic regression with ridge penalty
iterations = 30
C_params = [1e-4, 0.001, 1e-2, 0.1, 1, 10, 100, 1000,10000]
ridge_accuracy = {}

for C in tqdm(C_params):
    train_acc_list = []
    test_acc_list = []
    
    for seed in range(iterations):
        X_train, X_test, y_train, y_test = train_test_split(X, y, 
                                                            test_size=0.2, 
                                                            random_state=seed,
                                                            stratify=y)

        ridge_model = LogisticRegression(dual=False, penalty='l2', C=C, solver='saga',max_iter=80)
        ridge_model.fit(X_train, y_train)
    
        train_acc_list.append(ridge_model.score(X_train, y_train))
        test_acc_list.append(ridge_model.score(X_test, y_test))
    
    ridge_accuracy[str(C)] = {'train_acc': np.mean(train_acc_list),
                              'test_acc': np.mean(test_acc_list)}

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C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "


ridge_results = pd.DataFrame(ridge_accuracy).T

plt.figure(figsize=(12, 8))
plt.plot(ridge_results.index, ridge_results['train_acc'], label='Training accuracy', marker='.', markersize=15)
plt.plot(ridge_results.index, ridge_results['test_acc'], label='Test accuracy', marker='.', markersize=15)
plt.legend()
plt.xlabel('C')
plt.ylabel('accuracy')
plt.show()


print(ridge_results['test_acc'].max())

0.907654960349571


ridge_model = LogisticRegression(penalty='l2', C=float(ridge_results['test_acc'].idxmax()), solver='saga')
ridge_model.fit(X, y)
print(ridge_results['test_acc'].idxmax())
joblib.dump(ridge_model, 'ridge_model_nondual.joblib')

1

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

['ridge_model_nondual.joblib']


ridge_model.coef_

array([[ 0.00666147,  0.00256351,  0.00108304,  0.00394641, -0.0010849 ,
         0.00027004, -0.00012197, -0.00178488,  0.00217221,  0.00044478,
         0.00399204, -0.00333712, -0.00287634,  0.00098555, -0.00018555,
        -0.01248326,  0.00875432, -0.0002283 , -0.01329596, -0.00036618]])


ridge_coefs = (abs(ridge_model.coef_) / abs(ridge_model.coef_).sum(axis=1))[0]
plt.figure(figsize=(15, 8))
plt.barh(y=X.columns,
         width=ridge_coefs)
plt.show()


# log reg with lasso penalty
iterations = 30
C_params = [1e-4, 0.001, 1e-2, 0.1, 1, 10, 100, 1000,10000]
lasso_accuracy = {}

for C in tqdm(C_params):
    train_acc_list = []
    test_acc_list = []
    
    for seed in range(iterations):
        X_train, X_test, y_train, y_test = train_test_split(X, y, 
                                                            test_size=0.2, 
                                                            random_state=seed,
                                                            stratify=y)

        lasso_model = LogisticRegression(dual=False,penalty='l1', C=C, solver='saga',max_iter=80)
        lasso_model.fit(X_train, y_train)
    
        train_acc_list.append(lasso_model.score(X_train, y_train))
        test_acc_list.append(lasso_model.score(X_test, y_test))
    
    lasso_accuracy[str(C)] = {'train_acc': np.mean(train_acc_list),
                              'test_acc': np.mean(test_acc_list)}

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C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "


lasso_results = pd.DataFrame(lasso_accuracy).T

plt.figure(figsize=(12, 8))
plt.plot(lasso_results.index, lasso_results['train_acc'], label='Training accuracy', marker='.', markersize=15)
plt.plot(lasso_results.index, lasso_results['test_acc'], label='Test accuracy', marker='.', markersize=15)
plt.legend()
plt.xlabel('C')
plt.ylabel('accuracy')
plt.show()


lasso_model = LogisticRegression(penalty='l1', C=float(lasso_results['test_acc'].idxmax()), solver='saga')
lasso_model.fit(X, y)
print(lasso_results['test_acc'].max())
joblib.dump(lasso_model, 'lasso_model_nondual.joblib')

0.9076819334304365

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "

['lasso_model_nondual.joblib']


import time
from sklearn.model_selection import GridSearchCV

dual=[True,False]
max_iter=[1, 10, 20, 40, 80, 100,110,120,130,140]

param_grid = dict(dual=dual,max_iter=max_iter)


log_sci_model = LogisticRegression(penalty='l1', C=1, solver='saga')
grid = GridSearchCV(estimator=log_sci_model, param_grid=param_grid, cv = 3, n_jobs=-1)

start_time = time.time()
grid_result = grid.fit(X, y)
# Summarize results
print("Best: %f using %s" % (grid_result.best_score_, grid_result.best_params_))
print("Execution time: " + str((time.time() - start_time)) + ' ms')

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\model_selection\_search.py:918: UserWarning: One or more of the test scores are non-finite: [       nan        nan        nan        nan        nan        nan
        nan        nan        nan        nan 0.90055356 0.9061539
 0.90644524 0.90667185 0.90676896 0.90644524 0.90654236 0.90654236
 0.90644524 0.90654236]
  warnings.warn(

Best: 0.906769 using {'dual': False, 'max_iter': 80}
Execution time: 8.119994878768921 ms

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\linear_model\_sag.py:328: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
  warnings.warn("The max_iter was reached which means "


#SVC using ridge penalty
from sklearn.svm import LinearSVC, SVC
iterations = 20
C_params = [1e-4, 0.001, 1e-2, 0.1, 1, 10, 100, 1000,10000]
svc_accuracy = {}

for C in tqdm(C_params):
    train_acc_list = []
    test_acc_list = []
    
    for seed in range(iterations):
        X_train, X_test, y_train, y_test = train_test_split(X, y, 
                                                            test_size=0.2, 
                                                            random_state=seed,
                                                            stratify=y)

        svc_model = LinearSVC(penalty ='l2', C=C, max_iter=1000)
        svc_model.fit(X_train, y_train)
    
        train_acc_list.append(svc_model.score(X_train, y_train))
        test_acc_list.append(svc_model.score(X_test, y_test))
    
    svc_accuracy[str(C)] = {'train_acc': np.mean(train_acc_list),
                            'test_acc': np.mean(test_acc_list)}
svc_results = pd.DataFrame(svc_accuracy).T

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C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "


plt.figure(figsize=(12, 8))
plt.plot(svc_results.index, svc_results['train_acc'], label='Training accuracy', marker='.', markersize=15)
plt.plot(svc_results.index, svc_results['test_acc'], label='Test accuracy', marker='.', markersize=15)
plt.legend()
plt.xlabel('C')
plt.ylabel('accuracy')
plt.show()


SVC_model_l2 = LinearSVC(penalty='l2', C=float(svc_results['test_acc'].idxmax()))
SVC_model_l2.fit(X, y)

print(SVC_model_l2.score(X_test, y_test))

0.908561255866645

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\svm\_base.py:985: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn("Liblinear failed to converge, increase "


import joblib

joblib.dump(SVC_model_l2, 'SVC_l2_20.joblib')

['SVC_l2_20.joblib']


from sklearn.tree import DecisionTreeClassifier

iterations = 20
max_features_params = [0.5, 0.6, 0.7, 0.8]
dt_accuracy = {}

for mf in tqdm(max_features_params):
    train_acc_list = []
    test_acc_list = []
    
    for seed in range(iterations):
        X_train, X_test, y_train, y_test = train_test_split(X, y, 
                                                            test_size=0.2, 
                                                            random_state=seed,
                                                            stratify=y)

        dt_model = DecisionTreeClassifier(max_features=mf)
        dt_model.fit(X_train, y_train)
    
        train_acc_list.append(dt_model.score(X_train, y_train))
        test_acc_list.append(dt_model.score(X_test, y_test))
    
    dt_accuracy[str(mf)] = {'train_acc': np.mean(train_acc_list),
                            'test_acc': np.mean(test_acc_list)}

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dt_accuracy

{'0.5': {'train_acc': 1.0, 'test_acc': 0.888638938339537},
 '0.6': {'train_acc': 1.0, 'test_acc': 0.8891163618708531},
 '0.7': {'train_acc': 1.0, 'test_acc': 0.8887036737336139},
 '0.8': {'train_acc': 1.0, 'test_acc': 0.8884609160058261}}


dt_model1 = DecisionTreeClassifier(max_features=0.6)
dt_model1.fit(X_train, y_train)

joblib.dump(dt_model1, 'dt_model.joblib')

['dt_model.joblib']


dt_model2 = DecisionTreeClassifier(max_features=0.6)
dt_model2.fit(X, y)
dt_model2.feature_importances_

plt.figure(figsize=(15, 8))
plt.barh(y=X.columns,
         width=dt_model2.feature_importances_)
plt.show()


from sklearn.ensemble import RandomForestClassifier

iterations = 30
max_features_params = [0.5, 0.6, 0.7, 0.8]
rf_accuracy = {}

for mf in tqdm(max_features_params):
    train_acc_list = []
    test_acc_list = []
    
    for seed in range(iterations):
        X_train, X_test, y_train, y_test = train_test_split(X, y, 
                                                            test_size=0.2, 
                                                            random_state=seed,
                                                            stratify=y)

        rf_model = RandomForestClassifier(max_depth=10,max_features=mf, n_jobs=-1)
        rf_model.fit(X_train, y_train)
    
        train_acc_list.append(rf_model.score(X_train, y_train))
        test_acc_list.append(rf_model.score(X_test, y_test))
    
    rf_accuracy[str(mf)] = {'train_acc': np.mean(train_acc_list),
                            'test_acc': np.mean(test_acc_list)}

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#max depth of 32
rf_accuracy

{'0.5': {'train_acc': 0.9999824646595445, 'test_acc': 0.9148783514052976},
 '0.6': {'train_acc': 0.99998516240423, 'test_acc': 0.9145061228893564},
 '0.7': {'train_acc': 0.9999865112765726, 'test_acc': 0.9145492798187408},
 '0.8': {'train_acc': 0.9999919067659436, 'test_acc': 0.9139828451205698}}


rf_accuracy

{'0.5': {'train_acc': 0.9999811157872017, 'test_acc': 0.9148513783244324},
 '0.6': {'train_acc': 0.9999878601489154, 'test_acc': 0.9145492798187408},
 '0.7': {'train_acc': 0.9999919067659436, 'test_acc': 0.9144252036467605},
 '0.8': {'train_acc': 0.9999824646595444, 'test_acc': 0.9140853428278578}}


rf_accuracy

{'0.5': {'train_acc': 0.9998961368296105, 'test_acc': 0.9149808491125859},
 '0.6': {'train_acc': 0.9998691593827559, 'test_acc': 0.9142040243836651},
 '0.7': {'train_acc': 0.9998529729146433, 'test_acc': 0.9140745535955117},
 '0.8': {'train_acc': 0.9998502751699578, 'test_acc': 0.913572854291417}}


#max depth of 10
rf_accuracy

{'0.5': {'train_acc': 0.9561818819466925, 'test_acc': 0.9177159195123268},
 '0.6': {'train_acc': 0.9576427106938599, 'test_acc': 0.9173113232993473},
 '0.7': {'train_acc': 0.9590725153771446, 'test_acc': 0.9174407940875006},
 '0.8': {'train_acc': 0.9600288658681341, 'test_acc': 0.9174407940875007}}


rf_accuracy

{'0.5': {'train_acc': 0.920346390417611, 'test_acc': 0.9153368937800074},
 '0.6': {'train_acc': 0.9206876551203195, 'test_acc': 0.9160813508118898},
 '0.7': {'train_acc': 0.9206107693967843, 'test_acc': 0.9161676646706586},
 '0.8': {'train_acc': 0.9203477392899536, 'test_acc': 0.9163618708528887}}


#max depth 12
rf_accuracy

{'0.5': {'train_acc': 0.975629923384051, 'test_acc': 0.9167071262879646},
 '0.6': {'train_acc': 0.977048937088594, 'test_acc': 0.9168042293790797},
 '0.7': {'train_acc': 0.9779971943455272, 'test_acc': 0.9163295031558503},
 '0.8': {'train_acc': 0.9785758605805548, 'test_acc': 0.9160975346604089}}


#max depth of 10
rf_accuracy

{'0.5': {'train_acc': 0.9563181180533075, 'test_acc': 0.9173544802287317},
 '0.6': {'train_acc': 0.9578140174813856, 'test_acc': 0.9175594756433081},
 '0.7': {'train_acc': 0.9589969785259522, 'test_acc': 0.9169229109348869},
 '0.8': {'train_acc': 0.960067983166073, 'test_acc': 0.9173167179155204}}


rf_model1 = RandomForestClassifier(max_features=0.6,max_depth=10,n_jobs=-1)
rf_model1.fit(X, y)

joblib.dump(rf_model1, 'rf_model.joblib')

['rf_model.joblib']


from sklearn.ensemble import GradientBoostingClassifier

iterations = 30
max_features_params = [0.5, 0.6, 0.7, 0.8]
gbm_accuracy = {}

for mf in tqdm(max_features_params):
    train_acc_list = []
    test_acc_list = []
    
    for seed in range(iterations):
        X_train, X_test, y_train, y_test = train_test_split(X, y, 
                                                            test_size=0.2, 
                                                            random_state=seed,
                                                            stratify=y)

        gbm_model = GradientBoostingClassifier(max_features=mf)
        gbm_model.fit(X_train, y_train)
    
        train_acc_list.append(gbm_model.score(X_train, y_train))
        test_acc_list.append(gbm_model.score(X_test, y_test))
    
    gbm_accuracy[str(mf)] = {'train_acc': np.mean(train_acc_list),
                             'test_acc': np.mean(test_acc_list)}

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gbm_accuracy

{'0.5': {'train_acc': 0.9234218193590159, 'test_acc': 0.9169876463289638},
 '0.6': {'train_acc': 0.923895273551311, 'test_acc': 0.9169768570966176},
 '0.7': {'train_acc': 0.9240517427430669, 'test_acc': 0.9172681663699627},
 '0.8': {'train_acc': 0.9242001187007662, 'test_acc': 0.9172897448346551}}


gbm_accuracy1 = {}
for md in tqdm(range(1,20)):
    for mf in tqdm(max_features_params):
        train_acc_list = []
        test_acc_list = []

        for seed in range(iterations):
            X_train, X_test, y_train, y_test = train_test_split(X, y, 
                                                                test_size=0.2, 
                                                                random_state=seed,
                                                                stratify=y)

            gbm_model = GradientBoostingClassifier(max_depth=md, max_features=mf)
            gbm_model.fit(X_train, y_train)

            train_acc_list.append(gbm_model.score(X_train, y_train))
            test_acc_list.append(gbm_model.score(X_test, y_test))

    gbm_accuracy1[str(mf)+'-'+str(md)] = {'train_acc': np.mean(train_acc_list),
                             'test_acc': np.mean(test_acc_list)}

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ga = pd.DataFrame(gbm_accuracy1).T
plt.figure(figsize=(12, 8))
plt.plot(ga.index, ga['train_acc'], label='Training accuracy', marker='.', markersize=15)
plt.plot(ga.index, ga['test_acc'], label='Test accuracy', marker='.', markersize=15)
plt.legend()
plt.xlabel('mf-md')
plt.ylabel('accuracy')
plt.show()
print(ga['test_acc'].idxmax())

0.8-5


ga.to_csv('Gbm accuracy.csv')


iterations = 20
max_features_params = [0.5, 0.6, 0.7, 0.8]
gbm_accuracy2 = {}

for mf in tqdm(max_features_params):
    train_acc_list = []
    test_acc_list = []
    
    for seed in range(iterations):
        X_train, X_test, y_train, y_test = train_test_split(X, y, 
                                                            test_size=0.2, 
                                                            random_state=seed,
                                                            stratify=y)

        gbm_model = GradientBoostingClassifier(max_depth=5,max_features=mf)
        gbm_model.fit(X_train, y_train)
    
        train_acc_list.append(gbm_model.score(X_train, y_train))
        test_acc_list.append(gbm_model.score(X_test, y_test))
    
    gbm_accuracy2[str(mf)] = {'train_acc': np.mean(train_acc_list),
                             'test_acc': np.mean(test_acc_list)}

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gbm_accuracy2

{'0.5': {'train_acc': 0.9400149724830043, 'test_acc': 0.9167826509143874},
 '0.6': {'train_acc': 0.9405531725477502, 'test_acc': 0.9166855478232723},
 '0.7': {'train_acc': 0.940965927484623, 'test_acc': 0.9170092247936559},
 '0.8': {'train_acc': 0.9414555681450307, 'test_acc': 0.9169525813238388}}


import time
from sklearn.model_selection import GridSearchCV
from sklearn.neighbors import KNeighborsClassifier
k_neighbors = list(range(5,15))
leaf_size = list(range(30,45))
param_grid = dict(leaf_size=leaf_size,n_neighbors=k_neighbors)

knn_model = KNeighborsClassifier()
grid = GridSearchCV(estimator=knn_model, param_grid=param_grid, cv = 5, n_jobs=-1)

start_time = time.time()
grid_result = grid.fit(X, y)
# Summarize results
print("Best: %f using %s" % (grid_result.best_score_, grid_result.best_params_))
print("Execution time: " + str((time.time() - start_time)) + ' ms')

C:\Users\kvray\anaconda3\lib\site-packages\sklearn\model_selection\_search.py:918: UserWarning: One or more of the test scores are non-finite: [nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
 nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
 nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
 nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
 nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
 nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
 nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
 nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
 nan nan nan nan nan nan]
  warnings.warn(

Best: nan using {'leaf_size': 30, 'n_neighbors': 5}
Execution time: 181.79159665107727 ms


X1=X.to_numpy()
y1=y.to_numpy()
knn_accuracy = {}
kf = StratifiedKFold(n_splits=5)
k_neighbors = list(range(5,10))
for k in tqdm(k_neighbors):
    train_acc_list=[]
    test_acc_list=[]
    for train_index, test_index in kf.split(X1, y1):
        print(train_index, test_index)
        X_train, X_test = X1[train_index], X1[test_index]
        y_train, y_test = y1[train_index], y1[test_index]
        knn_model = KNeighborsClassifier(leaf_size=35, n_neighbors=k, n_jobs=-1)
        knn_model.fit(X_train,y_train)
        train_acc_list.append(knn_model.score(X_train, y_train))
        test_acc_list.append( knn_model.score(X_test, y_test))
    knn_accuracy[str(k)] ={'train_acc' : np.mean(train_acc_list),
                            'test_acc' : np.mean(test_acc_list)}

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[ 6167  6168  6170 ... 30888 30889 30890] [   0    1    2 ... 6232 6234 6259]
[    0     1     2 ... 30888 30889 30890] [ 6167  6168  6170 ... 12432 12437 12438]
[    0     1     2 ... 30888 30889 30890] [12351 12352 12353 ... 18844 18850 18861]
[    0     1     2 ... 30888 30889 30890] [18491 18492 18493 ... 24810 24825 24834]
[    0     1     2 ... 24810 24825 24834] [24696 24697 24698 ... 30888 30889 30890]
[ 6167  6168  6170 ... 30888 30889 30890] [   0    1    2 ... 6232 6234 6259]
[    0     1     2 ... 30888 30889 30890] [ 6167  6168  6170 ... 12432 12437 12438]
[    0     1     2 ... 30888 30889 30890] [12351 12352 12353 ... 18844 18850 18861]
[    0     1     2 ... 30888 30889 30890] [18491 18492 18493 ... 24810 24825 24834]
[    0     1     2 ... 24810 24825 24834] [24696 24697 24698 ... 30888 30889 30890]
[ 6167  6168  6170 ... 30888 30889 30890] [   0    1    2 ... 6232 6234 6259]
[    0     1     2 ... 30888 30889 30890] [ 6167  6168  6170 ... 12432 12437 12438]
[    0     1     2 ... 30888 30889 30890] [12351 12352 12353 ... 18844 18850 18861]
[    0     1     2 ... 30888 30889 30890] [18491 18492 18493 ... 24810 24825 24834]
[    0     1     2 ... 24810 24825 24834] [24696 24697 24698 ... 30888 30889 30890]
[ 6167  6168  6170 ... 30888 30889 30890] [   0    1    2 ... 6232 6234 6259]
[    0     1     2 ... 30888 30889 30890] [ 6167  6168  6170 ... 12432 12437 12438]
[    0     1     2 ... 30888 30889 30890] [12351 12352 12353 ... 18844 18850 18861]
[    0     1     2 ... 30888 30889 30890] [18491 18492 18493 ... 24810 24825 24834]
[    0     1     2 ... 24810 24825 24834] [24696 24697 24698 ... 30888 30889 30890]
[ 6167  6168  6170 ... 30888 30889 30890] [   0    1    2 ... 6232 6234 6259]
[    0     1     2 ... 30888 30889 30890] [ 6167  6168  6170 ... 12432 12437 12438]
[    0     1     2 ... 30888 30889 30890] [12351 12352 12353 ... 18844 18850 18861]
[    0     1     2 ... 30888 30889 30890] [18491 18492 18493 ... 24810 24825 24834]
[    0     1     2 ... 24810 24825 24834] [24696 24697 24698 ... 30888 30889 30890]


knn_accuracy

{'5': {'train_acc': 0.9305137494461017, 'test_acc': 0.9031110239776107},
 '6': {'train_acc': 0.9253909048751143, 'test_acc': 0.9051828133082264},
 '7': {'train_acc': 0.9263134942588636, 'test_acc': 0.9062187263106887},
 '8': {'train_acc': 0.9233676526891289, 'test_acc': 0.9069308837549631},
 '9': {'train_acc': 0.9241283980235544, 'test_acc': 0.9073517109691442}}


import optuna
import pandas as pd
from sklearn import linear_model
from sklearn import datasets
from sklearn import model_selection

#Grabbing a sklearn Classification dataset:

#Step 1. Define an objective function to be maximized.
def objective(trial):

    classifier_name = trial.suggest_categorical("classifier", ["GBC", "RandomForest"])
    
    # Step 2. Setup values for the hyperparameters:
    if classifier_name == 'GBC':
        max_depth = trial.suggest_int("max_depth", 3, 15, log=True)
        max_features = trial.suggest_categorical("max_features",[0.5, 0.6, 0.7, 0.8])
        classifier_obj = GradientBoostingClassifier(max_depth=max_depth,max_features=max_features)
    else:
        rf_n_estimators = trial.suggest_int("rf_n_estimators", 10, 1000)
        rf_max_depth = trial.suggest_int("rf_max_depth", 2, 32, log=True)
        classifier_obj = RandomForestClassifier(
            max_depth=rf_max_depth, n_estimators=rf_n_estimators
        )

    for step in range(100):
        
        # Report intermediate objective value.
        intermediate_value = np.mean(model_selection.cross_val_score(classifier_obj, X, y, n_jobs=-1, cv=5))
        trial.report(intermediate_value, step)

        # Handle pruning based on the intermediate value.
        if trial.should_prune():
            raise optuna.TrialPruned()
        return intermediate_value

# Step 4: Running it
study = optuna.create_study(direction="maximize")
study.optimize(objective, n_trials=100)

# Calculating the pruned and completed trials
pruned_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.PRUNED]
complete_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.COMPLETE]

print("  Number of finished trials: ", len(study.trials))
print("  Number of pruned trials: ", len(pruned_trials))
print("  Number of complete trials: ", len(complete_trials))

[I 2022-05-11 13:25:25,612] A new study created in memory with name: no-name-9a06b650-911a-4887-ba99-9f6a8ae49765

[I 2022-05-11 13:25:34,061] Trial 0 finished with value: 0.9124988558925476 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 466, 'rf_max_depth': 8}. Best is trial 0 with value: 0.9124988558925476.

[I 2022-05-11 13:25:38,107] Trial 1 finished with value: 0.9158008325172862 and parameters: {'classifier': 'GBC', 'max_depth': 5, 'max_features': 0.5}. Best is trial 1 with value: 0.9158008325172862.

[I 2022-05-11 13:25:41,507] Trial 2 finished with value: 0.9009096328791675 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 238, 'rf_max_depth': 3}. Best is trial 1 with value: 0.9158008325172862.

[I 2022-05-11 13:25:45,451] Trial 3 finished with value: 0.9034022860982732 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 323, 'rf_max_depth': 4}. Best is trial 1 with value: 0.9158008325172862.

[I 2022-05-11 13:25:47,337] Trial 4 finished with value: 0.9169015018705732 and parameters: {'classifier': 'GBC', 'max_depth': 3, 'max_features': 0.6}. Best is trial 4 with value: 0.9169015018705732.

[I 2022-05-11 13:25:49,452] Trial 5 finished with value: 0.9177108147978321 and parameters: {'classifier': 'GBC', 'max_depth': 3, 'max_features': 0.7}. Best is trial 5 with value: 0.9177108147978321.

[I 2022-05-11 13:25:53,249] Trial 6 pruned.

[I 2022-05-11 13:26:00,603] Trial 7 finished with value: 0.9154770821982853 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 365, 'rf_max_depth': 20}. Best is trial 5 with value: 0.9177108147978321.

[I 2022-05-11 13:26:03,088] Trial 8 finished with value: 0.9170956870960554 and parameters: {'classifier': 'GBC', 'max_depth': 5, 'max_features': 0.5}. Best is trial 5 with value: 0.9177108147978321.


X1=X.to_numpy()
y1=y.to_numpy()


from sklearn.model_selection import StratifiedKFold
#Stratified kfold
max_features_params = [0.5, 0.6, 0.7, 0.8]
gbm_accuracy3 = {}
kf = StratifiedKFold(n_splits=5)

train_acc_list=[]
test_acc_list=[]
for train_index, test_index in kf.split(X1, y1):
    print(train_index, test_index)
    X_train, X_test = X1[train_index], X1[test_index]
    y_train, y_test = y1[train_index], y1[test_index]
    gbm_model3 = GradientBoostingClassifier(max_features=0.5,max_depth=4)
    gbm_model3.fit(X_train,y_train)
    train_acc_list.append(gbm_model3.score(X_train, y_train))
    test_acc_list.append( gbm_model3.score(X_test, y_test))
gbm_accuracy3[str(mf)] ={'train_acc' : np.mean(train_acc_list),
                            'test_acc' : np.mean(test_acc_list)}

[ 6167  6168  6170 ... 30888 30889 30890] [   0    1    2 ... 6232 6234 6259]
[    0     1     2 ... 30888 30889 30890] [ 6167  6168  6170 ... 12432 12437 12438]
[    0     1     2 ... 30888 30889 30890] [12351 12352 12353 ... 18844 18850 18861]
[    0     1     2 ... 30888 30889 30890] [18491 18492 18493 ... 24810 24825 24834]
[    0     1     2 ... 24810 24825 24834] [24696 24697 24698 ... 30888 30889 30890]


gbm_accuracy3 #0.5 not 0.8

{'0.8': {'train_acc': 0.9300848201582068, 'test_acc': 0.9171604801211887}}


gbm_model3.feature_importances_
plt.figure(figsize=(15, 8))
plt.barh(y=X.columns,
         width=gbm_model3.feature_importances_)
plt.show()


gbm_model3 = GradientBoostingClassifier(max_features=0.5,max_depth=4)
gbm_model3.fit(X,y)

import joblib
joblib.dump(gbm_model3,'gbm_model3.joblib')

['gbm_model3.joblib']


from sklearn.model_selection import StratifiedKFold
#Stratified kfold GBC with less features
max_features_params = [0.5, 0.6, 0.7, 0.8]
gbm_accuracy4 = {}
kf = StratifiedKFold(n_splits=5)
X2 = df[['nr.employed','euribor3m','duration']]
train_acc_list=[]
test_acc_list=[]
for train_index, test_index in kf.split(X2, y):
    print(train_index, test_index)
    X_train, X_test = X1[train_index], X1[test_index]
    y_train, y_test = y1[train_index], y1[test_index]
    gbm_model4 = GradientBoostingClassifier(max_features=0.5,max_depth=4)
    gbm_model4.fit(X_train,y_train)
    train_acc_list.append(gbm_model4.score(X_train, y_train))
    test_acc_list.append( gbm_model4.score(X_test, y_test))
gbm_accuracy4[str(mf)] ={'train_acc' : np.mean(train_acc_list),
                            'test_acc' : np.mean(test_acc_list)}

[ 6167  6168  6170 ... 30888 30889 30890] [   0    1    2 ... 6232 6234 6259]
[    0     1     2 ... 30888 30889 30890] [ 6167  6168  6170 ... 12432 12437 12438]
[    0     1     2 ... 30888 30889 30890] [12351 12352 12353 ... 18844 18850 18861]
[    0     1     2 ... 30888 30889 30890] [18491 18492 18493 ... 24810 24825 24834]
[    0     1     2 ... 24810 24825 24834] [24696 24697 24698 ... 30888 30889 30890]


gbm_accuracy4

{'0.8': {'train_acc': 0.9301171875271201, 'test_acc': 0.9173223081280065}}


my_prefinalgbm = gbm_model4 = GradientBoostingClassifier(max_features=0.5,max_depth=4)
my_prefinalgbm.fit(X,y)
joblib.dump(my_prefinalgbm,'my_prefinalgbm.joblib')

['my_prefinalgbm.joblib']


#hyperparam tuning with 3 params
import optuna
import pandas as pd
from sklearn import linear_model
from sklearn import datasets
from sklearn import model_selection

#Grabbing a sklearn Classification dataset:

#Step 1. Define an objective function to be maximized.
def objective(trial):

    classifier_name = trial.suggest_categorical("classifier", ["GBC", "RandomForest"])
    
    # Step 2. Setup values for the hyperparameters:
    if classifier_name == 'GBC':
        max_depth = trial.suggest_int("max_depth", 3, 15, log=True)
        max_features = trial.suggest_categorical("max_features",[0.5, 0.6, 0.7, 0.8])
        n_estimators = trial.suggest_int('n_estimators',10,1000)
        classifier_obj = GradientBoostingClassifier(max_depth=max_depth,max_features=max_features, n_estimators=n_estimators)
    else:
        rf_n_estimators = trial.suggest_int("rf_n_estimators", 10, 1000)
        rf_max_features = trial.suggest_categorical("rf_max_features",[0.5, 0.6, 0.7, 0.8])
        rf_max_depth = trial.suggest_int("rf_max_depth", 2, 32, log=True)
        classifier_obj = RandomForestClassifier(
            max_depth=rf_max_depth, n_estimators=rf_n_estimators, max_features=rf_max_features
        )

    for step in range(100):
        
        # Report intermediate objective value.
        intermediate_value = np.mean(model_selection.cross_val_score(classifier_obj, X, y, n_jobs=-1, cv=5))
        trial.report(intermediate_value, step)

        # Handle pruning based on the intermediate value.
        if trial.should_prune():
            raise optuna.TrialPruned()
        return intermediate_value

# Step 4: Running it
study = optuna.create_study(direction="maximize")
study.optimize(objective, n_trials=100)

# Calculating the pruned and completed trials
pruned_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.PRUNED]
complete_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.COMPLETE]

print("  Number of finished trials: ", len(study.trials))
print("  Number of pruned trials: ", len(pruned_trials))
print("  Number of complete trials: ", len(complete_trials))

[I 2022-05-05 12:48:45,196] A new study created in memory with name: no-name-98a29b49-74fd-40de-8e21-614e0ef09203
[I 2022-05-05 12:49:05,983] Trial 0 finished with value: 0.917128170055207 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 699, 'rf_max_features': 0.6, 'rf_max_depth': 7}. Best is trial 0 with value: 0.917128170055207.
[I 2022-05-05 12:49:30,990] Trial 1 finished with value: 0.9174194845677391 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 948, 'rf_max_features': 0.5, 'rf_max_depth': 8}. Best is trial 1 with value: 0.9174194845677391.
[I 2022-05-05 12:49:35,816] Trial 2 finished with value: 0.9114954363276107 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 195, 'rf_max_features': 0.8, 'rf_max_depth': 3}. Best is trial 1 with value: 0.9174194845677391.
[I 2022-05-05 12:49:56,396] Trial 3 finished with value: 0.9119809517831861 and parameters: {'classifier': 'GBC', 'max_depth': 6, 'max_features': 0.5, 'n_estimators': 648}. Best is trial 1 with value: 0.9174194845677391.
[I 2022-05-05 12:50:15,904] Trial 4 finished with value: 0.9131786037262877 and parameters: {'classifier': 'GBC', 'max_depth': 6, 'max_features': 0.6, 'n_estimators': 572}. Best is trial 1 with value: 0.9174194845677391.
[I 2022-05-05 12:50:52,631] Trial 5 finished with value: 0.9152828550593075 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 838, 'rf_max_features': 0.6, 'rf_max_depth': 20}. Best is trial 1 with value: 0.9174194845677391.
[I 2022-05-05 12:51:37,492] Trial 6 pruned. 
[I 2022-05-05 12:51:46,876] Trial 7 finished with value: 0.9150886960297597 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 228, 'rf_max_features': 0.5, 'rf_max_depth': 30}. Best is trial 1 with value: 0.9174194845677391.
[I 2022-05-05 12:52:26,447] Trial 8 finished with value: 0.915185788642501 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 738, 'rf_max_features': 0.7, 'rf_max_depth': 17}. Best is trial 1 with value: 0.9174194845677391.
[I 2022-05-05 12:52:33,034] Trial 9 finished with value: 0.9165452947883554 and parameters: {'classifier': 'GBC', 'max_depth': 4, 'max_features': 0.6, 'n_estimators': 250}. Best is trial 1 with value: 0.9174194845677391.
[I 2022-05-05 12:52:54,066] Trial 10 finished with value: 0.9163512143466124 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 975, 'rf_max_features': 0.5, 'rf_max_depth': 6}. Best is trial 1 with value: 0.9174194845677391.
[I 2022-05-05 12:53:11,768] Trial 11 finished with value: 0.9174195055244869 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 612, 'rf_max_features': 0.6, 'rf_max_depth': 7}. Best is trial 11 with value: 0.9174195055244869.
[I 2022-05-05 12:53:28,215] Trial 12 finished with value: 0.9173547648912231 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 480, 'rf_max_features': 0.6, 'rf_max_depth': 8}. Best is trial 11 with value: 0.9174195055244869.
[I 2022-05-05 12:53:35,565] Trial 13 pruned. 
[I 2022-05-05 12:54:21,511] Trial 14 finished with value: 0.9163834667815376 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 957, 'rf_max_features': 0.7, 'rf_max_depth': 11}. Best is trial 11 with value: 0.9174195055244869.
[I 2022-05-05 12:54:30,045] Trial 15 pruned. 
[I 2022-05-05 12:54:43,486] Trial 16 finished with value: 0.917160432968506 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 304, 'rf_max_features': 0.6, 'rf_max_depth': 12}. Best is trial 11 with value: 0.9174195055244869.
[I 2022-05-05 12:54:52,081] Trial 17 pruned. 
[I 2022-05-05 12:56:49,867] Trial 18 pruned. 
[I 2022-05-05 12:56:51,157] Trial 19 pruned. 
[I 2022-05-05 12:57:23,590] Trial 20 finished with value: 0.9174194007407477 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 835, 'rf_max_features': 0.6, 'rf_max_depth': 10}. Best is trial 11 with value: 0.9174195055244869.
[I 2022-05-05 12:57:53,620] Trial 21 finished with value: 0.9175165771804803 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 823, 'rf_max_features': 0.6, 'rf_max_depth': 9}. Best is trial 21 with value: 0.9175165771804803.
[I 2022-05-05 12:58:32,099] Trial 22 pruned. 
[I 2022-05-05 12:59:02,985] Trial 23 finished with value: 0.9174194845677389 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 918, 'rf_max_features': 0.6, 'rf_max_depth': 8}. Best is trial 21 with value: 0.9175165771804803.
[I 2022-05-05 12:59:17,347] Trial 24 pruned. 
[I 2022-05-05 12:59:53,148] Trial 25 finished with value: 0.9174517946337207 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 876, 'rf_max_features': 0.7, 'rf_max_depth': 9}. Best is trial 21 with value: 0.9175165771804803.
[I 2022-05-05 12:59:55,102] Trial 26 finished with value: 0.9170633560733258 and parameters: {'classifier': 'GBC', 'max_depth': 3, 'max_features': 0.8, 'n_estimators': 72}. Best is trial 21 with value: 0.9175165771804803.
[I 2022-05-05 13:00:25,305] Trial 27 pruned. 
[I 2022-05-05 13:00:37,440] Trial 28 pruned. 
[I 2022-05-05 13:00:51,736] Trial 29 finished with value: 0.9173870906747659 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 358, 'rf_max_features': 0.7, 'rf_max_depth': 9}. Best is trial 21 with value: 0.9175165771804803.
[I 2022-05-05 13:01:19,803] Trial 30 finished with value: 0.9172576722784822 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 875, 'rf_max_features': 0.8, 'rf_max_depth': 6}. Best is trial 21 with value: 0.9175165771804803.
[I 2022-05-05 13:02:00,575] Trial 31 pruned. 
[I 2022-05-05 13:02:38,035] Trial 32 finished with value: 0.917678410426485 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 891, 'rf_max_features': 0.7, 'rf_max_depth': 9}. Best is trial 32 with value: 0.917678410426485.
[I 2022-05-05 13:03:21,538] Trial 33 pruned. 
[I 2022-05-05 13:03:46,619] Trial 34 finished with value: 0.9173223971941848 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 877, 'rf_max_features': 0.7, 'rf_max_depth': 6}. Best is trial 32 with value: 0.917678410426485.
[I 2022-05-05 13:04:16,663] Trial 35 finished with value: 0.9179049685881926 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 689, 'rf_max_features': 0.7, 'rf_max_depth': 10}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:05:34,692] Trial 36 pruned. 
[I 2022-05-05 13:06:08,651] Trial 37 finished with value: 0.9172251631233959 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 701, 'rf_max_features': 0.7, 'rf_max_depth': 10}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:06:42,764] Trial 38 pruned. 
[I 2022-05-05 13:06:58,771] Trial 39 pruned. 
[I 2022-05-05 13:07:37,198] Trial 40 pruned. 
[I 2022-05-05 13:07:58,228] Trial 41 finished with value: 0.9175166295723498 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 722, 'rf_max_features': 0.6, 'rf_max_depth': 7}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:08:22,020] Trial 42 finished with value: 0.9175813702056136 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 716, 'rf_max_features': 0.7, 'rf_max_depth': 7}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:08:43,938] Trial 43 finished with value: 0.9174842618753114 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 718, 'rf_max_features': 0.6, 'rf_max_depth': 7}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:09:04,068] Trial 44 pruned. 
[I 2022-05-05 13:09:33,007] Trial 45 finished with value: 0.9178079650416298 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 753, 'rf_max_features': 0.8, 'rf_max_depth': 7}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:09:53,962] Trial 46 finished with value: 0.9176784890142894 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 547, 'rf_max_features': 0.8, 'rf_max_depth': 7}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:09:56,197] Trial 47 pruned. 
[I 2022-05-05 13:10:08,890] Trial 48 pruned. 
[I 2022-05-05 13:10:30,462] Trial 49 pruned. 
[I 2022-05-05 13:11:08,849] Trial 50 pruned. 
[I 2022-05-05 13:11:25,669] Trial 51 finished with value: 0.9177108462329538 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 429, 'rf_max_features': 0.8, 'rf_max_depth': 7}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:11:43,985] Trial 52 finished with value: 0.9174194636109911 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 422, 'rf_max_features': 0.8, 'rf_max_depth': 8}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:11:58,475] Trial 53 pruned. 
[I 2022-05-05 13:12:14,707] Trial 54 pruned. 
[I 2022-05-05 13:12:29,376] Trial 55 pruned. 
[I 2022-05-05 13:12:41,181] Trial 56 finished with value: 0.9177108252762061 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 289, 'rf_max_features': 0.8, 'rf_max_depth': 8}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:12:55,536] Trial 57 pruned. 
[I 2022-05-05 13:13:04,762] Trial 58 pruned. 
[I 2022-05-05 13:13:11,737] Trial 59 pruned. 
[I 2022-05-05 13:13:26,125] Trial 60 pruned. 
[I 2022-05-05 13:13:39,551] Trial 61 pruned. 
[I 2022-05-05 13:13:55,347] Trial 62 finished with value: 0.9175489972693882 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 429, 'rf_max_features': 0.8, 'rf_max_depth': 7}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:14:22,019] Trial 63 finished with value: 0.9174194740893652 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 672, 'rf_max_features': 0.7, 'rf_max_depth': 8}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:14:51,614] Trial 64 finished with value: 0.9177754873216653 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 596, 'rf_max_features': 0.8, 'rf_max_depth': 10}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:15:24,846] Trial 65 pruned. 
[I 2022-05-05 13:15:48,385] Trial 66 pruned. 
[I 2022-05-05 13:16:00,539] Trial 67 pruned. 
[I 2022-05-05 13:16:41,283] Trial 68 pruned. 
[I 2022-05-05 13:17:14,091] Trial 69 pruned. 
[I 2022-05-05 13:20:05,976] Trial 70 pruned. 
[I 2022-05-05 13:20:28,465] Trial 71 pruned. 
[I 2022-05-05 13:20:53,532] Trial 72 finished with value: 0.9175489186815836 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 748, 'rf_max_features': 0.5, 'rf_max_depth': 10}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:21:15,702] Trial 73 pruned. 
[I 2022-05-05 13:22:00,806] Trial 74 pruned. 
[I 2022-05-05 13:22:23,905] Trial 75 finished with value: 0.9174518313080295 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 641, 'rf_max_features': 0.7, 'rf_max_depth': 8}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:22:59,549] Trial 76 pruned. 
[I 2022-05-05 13:23:40,437] Trial 77 pruned. 
[I 2022-05-05 13:23:47,398] Trial 78 pruned. 
[I 2022-05-05 13:23:57,224] Trial 79 pruned. 
[I 2022-05-05 13:24:17,864] Trial 80 pruned. 
[I 2022-05-05 13:24:34,413] Trial 81 pruned. 
[I 2022-05-05 13:24:45,770] Trial 82 pruned. 
[I 2022-05-05 13:25:09,201] Trial 83 pruned. 
[I 2022-05-05 13:25:25,732] Trial 84 finished with value: 0.9174194688501782 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 432, 'rf_max_features': 0.8, 'rf_max_depth': 7}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:25:35,677] Trial 85 pruned. 
[I 2022-05-05 13:26:10,706] Trial 86 pruned. 
[I 2022-05-05 13:26:36,086] Trial 87 pruned. 
[I 2022-05-05 13:26:49,108] Trial 88 finished with value: 0.9175166190939759 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 386, 'rf_max_features': 0.7, 'rf_max_depth': 7}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:27:21,434] Trial 89 pruned. 
[I 2022-05-05 13:27:30,734] Trial 90 pruned. 
[I 2022-05-05 13:27:59,926] Trial 91 pruned. 
[I 2022-05-05 13:28:28,732] Trial 92 pruned. 
[I 2022-05-05 13:28:57,041] Trial 93 finished with value: 0.9174517841553469 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 846, 'rf_max_features': 0.5, 'rf_max_depth': 10}. Best is trial 35 with value: 0.9179049685881926.
[I 2022-05-05 13:29:18,601] Trial 94 pruned. 
[I 2022-05-05 13:29:39,691] Trial 95 pruned. 
[I 2022-05-05 13:29:48,287] Trial 96 pruned. 
[I 2022-05-05 13:30:19,538] Trial 97 pruned. 
[I 2022-05-05 13:30:54,759] Trial 98 pruned. 
[I 2022-05-05 13:31:00,204] Trial 99 pruned.

  Number of finished trials:  100
  Number of pruned trials:  59
  Number of complete trials:  41


from sklearn.neural_network import MLPClassifier
mlp_gs = MLPClassifier(max_iter=100)
parameter_space = {
    'hidden_layer_sizes': [(10,30,10),(20,)],
    'activation': ['tanh', 'relu'],
    'solver': ['sgd', 'adam'],
    'alpha': [0.0001, 0.05],
    'learning_rate': ['constant','adaptive'],
}
from sklearn.model_selection import GridSearchCV
clf = GridSearchCV(mlp_gs, parameter_space, n_jobs=-1, cv=5)
clf.fit(X, y)
print('Best parameters found:\n', clf.best_params_)

Best parameters found:
 {'activation': 'relu', 'alpha': 0.05, 'hidden_layer_sizes': (10, 30, 10), 'learning_rate': 'adaptive', 'solver': 'adam'}


mlp_gs = MLPClassifier(max_iter=150)
parameter_space = {
    'hidden_layer_sizes': [(10,30,10),(20,),(5,2),(7,1)],
    'activation': ['tanh', 'relu'],
    'solver': ['sgd', 'adam','lbfgs'],
    'alpha': [0.05,1e-4, 0.001, 1e-2, 0.1, 1, 10, 100, 1000,10000],
    'learning_rate': ['constant','adaptive'],
}
clf = GridSearchCV(mlp_gs, parameter_space, n_jobs=-1, cv=5)
start_time = time.time()
grid_result = clf.fit(pred, ans)

# Summarize results
print("Best: %f using %s" % (grid_result.best_score_, grid_result.best_params_))
print("Execution time: " + str((time.time() - start_time)) + ' ms')


clean = df.copy()


import matplotlib.pyplot as plt

for column in df:
    plt.figure()
    df.boxplot([column])

<ipython-input-18-6792074d9721>:4: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).
  plt.figure()


Q1 = np.percentile(clean['duration'], 25,
                   interpolation = 'midpoint')
 
Q3 = np.percentile(clean['duration'], 75,
                   interpolation = 'midpoint')
IQR = Q3 - Q1

<ipython-input-14-c50ed9fb4ccb>:1: DeprecationWarning: the `interpolation=` argument to percentile was renamed to `method=`, which has additional options.
Users of the modes 'nearest', 'lower', 'higher', or 'midpoint' are encouraged to review the method they. (Deprecated NumPy 1.22)
  Q1 = np.percentile(clean['duration'], 25,
<ipython-input-14-c50ed9fb4ccb>:4: DeprecationWarning: the `interpolation=` argument to percentile was renamed to `method=`, which has additional options.
Users of the modes 'nearest', 'lower', 'higher', or 'midpoint' are encouraged to review the method they. (Deprecated NumPy 1.22)
  Q3 = np.percentile(clean['duration'], 75,


upper = clean[clean['duration'] >= (Q3+1.5*IQR)]


upper


pred = upper[upper.columns.drop(['y'])]
ans = upper['y']

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-10-485efe0a4046> in <module>
----> 1 pred = upper[upper.columns.drop(['y'])]
      2 ans = upper['y']

NameError: name 'upper' is not defined


#hyperparam tuning with 3 params
import optuna
import pandas as pd
from sklearn import linear_model
from sklearn import model_selection

#Grabbing a sklearn Classification dataset:

#Step 1. Define an objective function to be maximized.
def objective(trial):

    classifier_name = trial.suggest_categorical("classifier", ["GBC", "RandomForest"])
    
    # Step 2. Setup values for the hyperparameters:
    if classifier_name == 'GBC':
        max_depth = trial.suggest_int("max_depth", 3, 15, log=True)
        max_features = trial.suggest_categorical("max_features",[0.5, 0.6, 0.7, 0.8])
        n_estimators = trial.suggest_int('n_estimators',10,1000)
        classifier_obj = GradientBoostingClassifier(max_depth=max_depth,max_features=max_features, n_estimators=n_estimators)
    else:
        rf_n_estimators = trial.suggest_int("rf_n_estimators", 10, 1000)
        rf_max_features = trial.suggest_categorical("rf_max_features",[0.5, 0.6, 0.7, 0.8])
        rf_max_depth = trial.suggest_int("rf_max_depth", 2, 32, log=True)
        classifier_obj = RandomForestClassifier(
            max_depth=rf_max_depth, n_estimators=rf_n_estimators, max_features=rf_max_features
        )

    for step in range(100):
        
        # Report intermediate objective value.
        intermediate_value = np.mean(model_selection.cross_val_score(classifier_obj,pred, ans, n_jobs=-1, cv=5))
        trial.report(intermediate_value, step)

        # Handle pruning based on the intermediate value.
        if trial.should_prune():
            raise optuna.TrialPruned()
        return intermediate_value

# Step 4: Running it
study = optuna.create_study(direction="maximize")
study.optimize(objective, n_trials=100)

# Calculating the pruned and completed trials
pruned_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.PRUNED]
complete_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.COMPLETE]

print("  Number of finished trials: ", len(study.trials))
print("  Number of pruned trials: ", len(pruned_trials))
print("  Number of complete trials: ", len(complete_trials))

[I 2022-05-11 14:19:10,082] A new study created in memory with name: no-name-0a2ce841-76f8-4ffd-9c7a-f768c7b3be57

[I 2022-05-11 14:19:28,064] Trial 0 finished with value: 0.9129520403253932 and parameters: {'classifier': 'GBC', 'max_depth': 5, 'max_features': 0.8, 'n_estimators': 430}. Best is trial 0 with value: 0.9129520403253932.

[I 2022-05-11 14:19:32,079] Trial 1 finished with value: 0.9163835872828378 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 92, 'rf_max_features': 0.7, 'rf_max_depth': 5}. Best is trial 1 with value: 0.9163835872828378.

[I 2022-05-11 14:20:17,935] Trial 2 finished with value: 0.9152505240365777 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 875, 'rf_max_features': 0.7, 'rf_max_depth': 17}. Best is trial 1 with value: 0.9163835872828378.

[I 2022-05-11 14:21:18,858] Trial 3 finished with value: 0.9114306537808513 and parameters: {'classifier': 'GBC', 'max_depth': 13, 'max_features': 0.6, 'n_estimators': 491}. Best is trial 1 with value: 0.9163835872828378.

[I 2022-05-11 14:21:31,621] Trial 4 finished with value: 0.9124664148468918 and parameters: {'classifier': 'GBC', 'max_depth': 7, 'max_features': 0.7, 'n_estimators': 273}. Best is trial 1 with value: 0.9163835872828378.

[I 2022-05-11 14:21:46,133] Trial 5 finished with value: 0.9154771503077159 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 312, 'rf_max_features': 0.6, 'rf_max_depth': 32}. Best is trial 1 with value: 0.9163835872828378.

[I 2022-05-11 14:21:49,096] Trial 6 finished with value: 0.9164806903739529 and parameters: {'classifier': 'RandomForest', 'rf_n_estimators': 147, 'rf_max_features': 0.6, 'rf_max_depth': 5}. Best is trial 6 with value: 0.9164806903739529.

[I 2022-05-11 14:22:00,219] Trial 7 pruned.

[I 2022-05-11 14:22:36,592] Trial 8 pruned.


plt.figure()
clean.boxplot(['nr.employed'],vert=False,)

<AxesSubplot:>


from sklearn.preprocessing import MinMaxScaler
scaler = MinMaxScaler()
col_names = ['duration']
features = clean[col_names]
clean[col_names] = scaler.fit_transform(features.values)
pred = clean[clean.columns.drop(['y'])]
ans = clean['y']


from lightgbm import LGBMClassifier

C:\Users\kvray\anaconda3\lib\site-packages\dask\dataframe\utils.py:369: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.
  _numeric_index_types = (pd.Int64Index, pd.Float64Index, pd.UInt64Index)
C:\Users\kvray\anaconda3\lib\site-packages\dask\dataframe\utils.py:369: FutureWarning: pandas.Float64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.
  _numeric_index_types = (pd.Int64Index, pd.Float64Index, pd.UInt64Index)
C:\Users\kvray\anaconda3\lib\site-packages\dask\dataframe\utils.py:369: FutureWarning: pandas.UInt64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.
  _numeric_index_types = (pd.Int64Index, pd.Float64Index, pd.UInt64Index)


#hyperparam tuning with 3 params
import optuna
import pandas as pd
from sklearn import linear_model
from sklearn import model_selection

#Grabbing a sklearn Classification dataset:

#Step 1. Define an objective function to be maximized.
def objective(trial):

    classifier_name = trial.suggest_categorical("classifier", ["LightGBM",'GBC'])
    
    # Step 2. Setup values for the hyperparameters:
    if classifier_name == 'GBC':
        gbc_max_depth = trial.suggest_int("gbc_max_depth", 3, 15, log=True)
        max_features = trial.suggest_categorical("max_features",[0.5, 0.6, 0.7, 0.8,0.9])
        gbc_n_estimators = trial.suggest_int('gbc_n_estimators',10,1000)
        classifier_obj = GradientBoostingClassifier(max_depth=gbc_max_depth,max_features=max_features, n_estimators=gbc_n_estimators)
    else:
        n_estimators =  trial.suggest_categorical("n_estimators", [10000])
        learning_rate = trial.suggest_float("learning_rate", 0.01, 0.3)
        num_leaves = trial.suggest_int("num_leaves", 20, 3000, step=20)
        max_depth =  trial.suggest_int("max_depth", 3, 12)
        min_data_in_leaf= trial.suggest_int("min_data_in_leaf", 200, 10000, step=100)
        lambda_l1 = trial.suggest_int("lambda_l1", 0, 100, step=5)
        lambda_l2 = trial.suggest_int("lambda_l2", 0, 100, step=5)
        min_gain_to_split = trial.suggest_float("min_gain_to_split", 0, 15)
        bagging_fraction = trial.suggest_float("bagging_fraction", 0.2, 0.9, step=0.1)
        bagging_freq = trial.suggest_categorical("bagging_freq", [1]),
        feature_fraction = trial.suggest_float("feature_fraction", 0.2, 0.9, step=0.1)
        classifier_obj = LGBMClassifier(objective='binary',
                                        n_estimators = n_estimators,
                                        learning_rate = learning_rate,
                                        num_leaves = num_leaves,
                                        min_data_in_leaf = min_data_in_leaf,
                                        lambda_l1 = lambda_l1,
                                        lambda_l2 = lambda_l2,
                                        min_gain_to_split = min_gain_to_split,
                                        bagging_fraction = bagging_fraction,
                                        bagging_freq = bagging_freq,
                                        feature_fraction = feature_fraction,
                                        max_depth=max_depth,
                                        
        )

    for step in range(100):
        
        # Report intermediate objective value.
        intermediate_value = np.mean(model_selection.cross_val_score(classifier_obj,X, y, n_jobs=-1, cv=5))
        trial.report(intermediate_value, step)

        # Handle pruning based on the intermediate value.
        if trial.should_prune():
            raise optuna.TrialPruned()
        return intermediate_value

# Step 4: Running it
study = optuna.create_study(direction="maximize")
study.optimize(objective, n_trials=100)

# Calculating the pruned and completed trials
pruned_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.PRUNED]
complete_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.COMPLETE]

print("  Number of finished trials: ", len(study.trials))
print("  Number of pruned trials: ", len(pruned_trials))
print("  Number of complete trials: ", len(complete_trials))

[I 2022-05-12 19:03:31,826] A new study created in memory with name: no-name-e73574a7-99bd-48a0-8762-7bc4ac6ebe45
[I 2022-05-12 19:03:54,748] Trial 0 finished with value: 0.8982874879151603 and parameters: {'classifier': 'LightGBM', 'n_estimators': 10000, 'learning_rate': 0.08339291678428191, 'num_leaves': 1460, 'max_depth': 10, 'min_data_in_leaf': 5500, 'lambda_l1': 75, 'lambda_l2': 85, 'min_gain_to_split': 8.725407310896939, 'bagging_fraction': 0.7, 'bagging_freq': 1, 'feature_fraction': 0.30000000000000004}. Best is trial 0 with value: 0.8982874879151603.

[I 2022-05-12 19:05:07,291] Trial 1 finished with value: 0.9099414096483086 and parameters: {'classifier': 'GBC', 'gbc_max_depth': 7, 'max_features': 0.7, 'gbc_n_estimators': 855}. Best is trial 1 with value: 0.9099414096483086.
[I 2022-05-12 19:05:23,111] Trial 2 finished with value: 0.9108478885369262 and parameters: {'classifier': 'LightGBM', 'n_estimators': 10000, 'learning_rate': 0.17082973902006685, 'num_leaves': 2040, 'max_depth': 7, 'min_data_in_leaf': 1500, 'lambda_l1': 30, 'lambda_l2': 65, 'min_gain_to_split': 7.351219744213228, 'bagging_fraction': 0.6000000000000001, 'bagging_freq': 1, 'feature_fraction': 0.7}. Best is trial 2 with value: 0.9108478885369262.

[I 2022-05-12 19:05:46,126] Trial 3 finished with value: 0.9112040117921524 and parameters: {'classifier': 'GBC', 'gbc_max_depth': 13, 'max_features': 0.5, 'gbc_n_estimators': 144}. Best is trial 3 with value: 0.9112040117921524.
[I 2022-05-12 19:06:01,763] Trial 4 finished with value: 0.9002946256786908 and parameters: {'classifier': 'LightGBM', 'n_estimators': 10000, 'learning_rate': 0.271334589255927, 'num_leaves': 180, 'max_depth': 5, 'min_data_in_leaf': 7900, 'lambda_l1': 45, 'lambda_l2': 45, 'min_gain_to_split': 8.978094892385396, 'bagging_fraction': 0.8, 'bagging_freq': 1, 'feature_fraction': 0.9}. Best is trial 3 with value: 0.9112040117921524.
[I 2022-05-12 19:06:14,632] Trial 5 pruned.

[I 2022-05-12 19:06:29,042] Trial 6 finished with value: 0.9151210322916764 and parameters: {'classifier': 'GBC', 'gbc_max_depth': 3, 'max_features': 0.9, 'gbc_n_estimators': 369}. Best is trial 6 with value: 0.9151210322916764.
[I 2022-05-12 19:06:40,678] Trial 7 pruned. 
[I 2022-05-12 19:06:55,166] Trial 8 pruned.

[I 2022-05-12 19:07:23,934] Trial 9 finished with value: 0.9142469996879017 and parameters: {'classifier': 'GBC', 'gbc_max_depth': 3, 'max_features': 0.8, 'gbc_n_estimators': 847}. Best is trial 6 with value: 0.9151210322916764.

[I 2022-05-12 19:07:36,344] Trial 10 finished with value: 0.9172252207544525 and parameters: {'classifier': 'GBC', 'gbc_max_depth': 3, 'max_features': 0.9, 'gbc_n_estimators': 318}. Best is trial 10 with value: 0.9172252207544525.

[I 2022-05-12 19:07:47,885] Trial 11 finished with value: 0.9151534052279018 and parameters: {'classifier': 'GBC', 'gbc_max_depth': 3, 'max_features': 0.9, 'gbc_n_estimators': 305}. Best is trial 10 with value: 0.9172252207544525.

[I 2022-05-12 19:08:05,603] Trial 12 finished with value: 0.9155094446561367 and parameters: {'classifier': 'GBC', 'gbc_max_depth': 4, 'max_features': 0.9, 'gbc_n_estimators': 358}. Best is trial 10 with value: 0.9172252207544525.

[I 2022-05-12 19:08:40,809] Trial 13 finished with value: 0.9127901913618277 and parameters: {'classifier': 'GBC', 'gbc_max_depth': 5, 'max_features': 0.9, 'gbc_n_estimators': 589}. Best is trial 10 with value: 0.9172252207544525.

[I 2022-05-12 19:09:03,565] Trial 14 finished with value: 0.9134052666717347 and parameters: {'classifier': 'GBC', 'gbc_max_depth': 5, 'max_features': 0.6, 'gbc_n_estimators': 529}. Best is trial 10 with value: 0.9172252207544525.


#hyperparam tuning with 3 params
import optuna
import pandas as pd
from sklearn import linear_model
from sklearn import model_selection

#Grabbing a sklearn Classification dataset:

#Step 1. Define an objective function to be maximized.
def objective(trial):

    classifier_name = trial.suggest_categorical("classifier", ["LightGBM"])
    
    # Step 2. Setup values for the hyperparameters:
    if classifier_name == 'GBC':
        max_depth = trial.suggest_int("max_depth", 3, 15, log=True)
        max_features = trial.suggest_categorical("max_features",[0.5, 0.6, 0.7, 0.8,0.9])
        n_estimators = trial.suggest_int('n_estimators',10,1000)
        classifier_obj = GradientBoostingClassifier(max_depth=max_depth,max_features=max_features, n_estimators=n_estimators)
    else:
        n_estimators =  trial.suggest_categorical("n_estimators", [10000])
        learning_rate = trial.suggest_float("learning_rate", 0.01, 0.3)
        num_leaves = trial.suggest_int("num_leaves", 20, 3000, step=20)
        max_depth =  trial.suggest_int("max_depth", 3, 12)
        min_data_in_leaf= trial.suggest_int("min_data_in_leaf", 200, 10000, step=100)
        lambda_l1 = trial.suggest_int("lambda_l1", 0, 100, step=5)
        lambda_l2 = trial.suggest_int("lambda_l2", 0, 100, step=5)
        min_gain_to_split = trial.suggest_float("min_gain_to_split", 0, 15)
        bagging_fraction = trial.suggest_float("bagging_fraction", 0.2, 0.95, step=0.1)
        bagging_freq = trial.suggest_categorical("bagging_freq", [1]),
        feature_fraction = trial.suggest_float("feature_fraction", 0.2, 0.95, step=0.1        )
        classifier_obj = LGBMClassifier(objective='binary',
                                        n_estimators = n_estimators,
                                        learning_rate = learning_rate,
                                        num_leaves = num_leaves,
                                        min_data_in_leaf = min_data_in_leaf,
                                        lambda_l1 = lambda_l1,
                                        lambda_l2 = lambda_l2,
                                        min_gain_to_split = min_gain_to_split,
                                        bagging_fraction = bagging_fraction,
                                        bagging_freq = bagging_freq,
                                        feature_fraction = feature_fraction,
                                        max_depth=max_depth, 
                                        
        )

    for step in range(100):
        
        # Report intermediate objective value.
        intermediate_value = np.mean(model_selection.cross_val_score(classifier_obj,pred, ans, n_jobs=-1, cv=5))
        trial.report(intermediate_value, step)

        # Handle pruning based on the intermediate value.
        if trial.should_prune():
            raise optuna.TrialPruned()
        return intermediate_value

# Step 4: Running it
study = optuna.create_study(direction="maximize")
study.optimize(objective, n_trials=100)

# Calculating the pruned and completed trials
pruned_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.PRUNED]
complete_trials = [t for t in study.trials if t.state == optuna.trial.TrialState.COMPLETE]

print("  Number of finished trials: ", len(study.trials))
print("  Number of pruned trials: ", len(pruned_trials))
print("  Number of complete trials: ", len(complete_trials))


from optuna.integration import LightGBMPruningCallback
import optuna  # pip install optuna
from sklearn.metrics import log_loss
from sklearn.model_selection import StratifiedKFold
def objective(trial, pred, ans):
    param_grid = {
        # "device_type": trial.suggest_categorical("device_type", ['gpu']),
        "n_estimators": trial.suggest_categorical("n_estimators", [10000]),
        "learning_rate": trial.suggest_float("learning_rate", 0.01, 0.3),
        "num_leaves": trial.suggest_int("num_leaves", 20, 3000, step=20),
        "max_depth": trial.suggest_int("max_depth", 3, 12),
        "min_data_in_leaf": trial.suggest_int("min_data_in_leaf", 200, 10000, step=100),
        "lambda_l1": trial.suggest_int("lambda_l1", 0, 100, step=5),
        "lambda_l2": trial.suggest_int("lambda_l2", 0, 100, step=5),
        "min_gain_to_split": trial.suggest_float("min_gain_to_split", 0, 15),
        "bagging_fraction": trial.suggest_float(
            "bagging_fraction", 0.2, 0.95, step=0.1
        ),
        "bagging_freq": trial.suggest_categorical("bagging_freq", [1]),
        "feature_fraction": trial.suggest_float(
            "feature_fraction", 0.2, 0.95, step=0.1
        ),
    }

    cv = StratifiedKFold(n_splits=5, shuffle=True, random_state=1121218)

    cv_scores = np.empty(5)
    for idx, (train_idx, test_idx) in enumerate(cv.split(pred, ans)):
        X_train, X_test = pred.iloc[train_idx], pred.iloc[test_idx]
        y_train, y_test = ans[train_idx], ans[test_idx]

        model = LGBMClassifier(objective="binary", **param_grid)
        model.fit(
            X_train,
            y_train,
            eval_set=[(X_test, y_test)],
            eval_metric="binary_logloss",
            early_stopping_rounds=100,
            callbacks=[
                LightGBMPruningCallback(trial, "binary_logloss")
            ],  # Add a pruning callback
        )
        preds = model.predict_proba(X_test)
        cv_scores[idx] = log_loss(y_test, preds)

    return np.mean(cv_scores)


study = optuna.create_study(direction="minimize", study_name="LGBM Classifier")
func = lambda trial: objective(trial, X, y)
study.optimize(func, n_trials=100)
print(f"\tBest value (rmse): {study.best_value:.5f}")
print(f"\tBest params:")

for key, value in study.best_params.items():
    print(f"\t\t{key}: {value}")

[I 2022-05-12 02:12:02,059] A new study created in memory with name: LGBM Classifier
C:\Users\kvray\anaconda3\lib\site-packages\optuna\distributions.py:545: UserWarning: The distribution is specified by [0.2, 0.95] and q=0.1, but the range is not divisible by `q`. It will be replaced by [0.2, 0.9].
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\lightgbm\sklearn.py:726: UserWarning: 'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. Pass 'early_stopping()' callback via 'callbacks' argument instead.
  _log_warning("'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. "

[LightGBM] [Warning] feature_fraction is set=0.9, colsample_bytree=1.0 will be ignored. Current value: feature_fraction=0.9
[LightGBM] [Warning] min_data_in_leaf is set=1100, min_child_samples=20 will be ignored. Current value: min_data_in_leaf=1100
[LightGBM] [Warning] min_gain_to_split is set=1.0237549401496715, min_split_gain=0.0 will be ignored. Current value: min_gain_to_split=1.0237549401496715
[LightGBM] [Warning] lambda_l1 is set=40, reg_alpha=0.0 will be ignored. Current value: lambda_l1=40
[LightGBM] [Warning] bagging_fraction is set=0.2, subsample=1.0 will be ignored. Current value: bagging_fraction=0.2
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[LightGBM] [Warning] bagging_freq is set=1, subsample_freq=0 will be ignored. Current value: bagging_freq=1

C:\Users\kvray\anaconda3\lib\site-packages\lightgbm\sklearn.py:726: UserWarning: 'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. Pass 'early_stopping()' callback via 'callbacks' argument instead.
  _log_warning("'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. "
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(

[LightGBM] [Warning] feature_fraction is set=0.9, colsample_bytree=1.0 will be ignored. Current value: feature_fraction=0.9
[LightGBM] [Warning] min_data_in_leaf is set=1100, min_child_samples=20 will be ignored. Current value: min_data_in_leaf=1100
[LightGBM] [Warning] min_gain_to_split is set=1.0237549401496715, min_split_gain=0.0 will be ignored. Current value: min_gain_to_split=1.0237549401496715
[LightGBM] [Warning] lambda_l1 is set=40, reg_alpha=0.0 will be ignored. Current value: lambda_l1=40
[LightGBM] [Warning] bagging_fraction is set=0.2, subsample=1.0 will be ignored. Current value: bagging_fraction=0.2
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[LightGBM] [Warning] bagging_freq is set=1, subsample_freq=0 will be ignored. Current value: bagging_freq=1

C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1000 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1001 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1002 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1003 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1004 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1005 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1006 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1007 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1008 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1009 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1010 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1011 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1012 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1013 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1014 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1015 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1016 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1017 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1018 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1019 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1020 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1021 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1022 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1023 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1024 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1025 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1026 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1027 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1028 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1029 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1030 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1031 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1032 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1033 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1034 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1035 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1036 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1037 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1038 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1039 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1040 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1041 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1042 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1043 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1044 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1045 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1046 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1047 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1048 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1049 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1050 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1051 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1052 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1053 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1054 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1055 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1056 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1057 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1058 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1059 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1060 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1061 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1062 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1063 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1064 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1065 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1066 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1067 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1068 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1069 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1070 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1071 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1072 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1073 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1074 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1075 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1076 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1077 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1078 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1079 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1080 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1081 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1082 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1083 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1084 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1085 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1086 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1087 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1088 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1089 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1090 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1091 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1092 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1093 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1094 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1095 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1096 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1097 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1098 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1099 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1100 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1101 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1102 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1103 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1104 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1105 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1106 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1107 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1108 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1109 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1110 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1111 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1112 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1113 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1114 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1115 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1116 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1117 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1118 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1119 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1120 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1121 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1122 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1123 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1124 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1125 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1126 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1127 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1128 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1129 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1130 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1131 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1132 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1133 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1134 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1135 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1136 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1137 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1138 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1139 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1140 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1141 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1142 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1143 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1144 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1145 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1146 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1147 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1148 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1149 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1150 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1151 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1152 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1153 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1154 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1155 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1156 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1157 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1158 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1159 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1160 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1161 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1162 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1163 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1164 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1165 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1166 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1167 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1168 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1169 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1170 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1171 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1172 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1173 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1174 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1175 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1176 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1177 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1178 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1179 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1180 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1181 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1182 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1183 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1184 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1185 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1186 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1187 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1188 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1189 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1190 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1191 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1192 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1193 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1194 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1195 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1196 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1197 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1198 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1199 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1200 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1201 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1202 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1203 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1204 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1205 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1206 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1207 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1208 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1209 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1210 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1211 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1212 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1213 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1214 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1215 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1216 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1217 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1218 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1219 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1220 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1221 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1222 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1223 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1224 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1225 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1226 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1227 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1228 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1229 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1230 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1231 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1232 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1233 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1234 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1235 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1236 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1237 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1238 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1239 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1240 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1241 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1242 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1243 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1244 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1245 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1246 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1247 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1248 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1249 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1250 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1251 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1252 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1253 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1254 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1255 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1256 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1257 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1258 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1259 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1260 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1261 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1262 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1263 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1264 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1265 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1266 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1267 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1268 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1269 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1270 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1271 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1272 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1273 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1274 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1275 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1276 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1277 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1278 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1279 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1280 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1281 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1282 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1283 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1284 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1285 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1286 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1287 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1288 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1289 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1290 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1291 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1292 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1293 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1294 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1295 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1296 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1297 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1298 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1299 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1300 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1301 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1302 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1303 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1304 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1305 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1306 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1307 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1308 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1309 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1310 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1311 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1312 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1313 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1314 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1315 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1316 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1317 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1318 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1319 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1320 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1321 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1322 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1323 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1324 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1325 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1326 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1327 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1328 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1329 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1330 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1331 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1332 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1333 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1334 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1335 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1336 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1337 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1338 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1339 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1340 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1341 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1342 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1343 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1344 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1345 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1346 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1347 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1348 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1349 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1350 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1351 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1352 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1353 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1354 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1355 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1356 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1357 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1358 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1359 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1360 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1361 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1362 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1363 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1364 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1365 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1366 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1367 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1368 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1369 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1370 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1371 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1372 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1373 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1374 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1375 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1376 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1377 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1378 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1379 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1380 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1381 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1382 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1383 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1384 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1385 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1386 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1387 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1388 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1389 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1390 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1391 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1392 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1393 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1394 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1395 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1396 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1397 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1398 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1399 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1400 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1401 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1402 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1403 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1404 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1405 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1406 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1407 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1408 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1409 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1410 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1411 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1412 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1413 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1414 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1415 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1416 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1417 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1418 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1419 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1420 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1421 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1422 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1423 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1424 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1425 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1426 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1427 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1428 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1429 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1430 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1431 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1432 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1433 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1434 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1435 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1436 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1437 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1438 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1439 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1440 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1441 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1442 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1443 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1444 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1445 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1446 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1447 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1448 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1449 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1450 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1451 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1452 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1453 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1454 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1455 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1456 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1457 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1458 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1459 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1460 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1461 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1462 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1463 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1464 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1465 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1466 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1467 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1468 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1469 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1470 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1471 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1472 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1473 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1474 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1475 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1476 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1477 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1478 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1479 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1480 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1481 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1482 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1483 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1484 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1485 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1486 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1487 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1488 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1489 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1490 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1491 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1492 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1493 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1494 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1495 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1496 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1497 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1498 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1499 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1500 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1501 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1502 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1503 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1504 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1505 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1506 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1507 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1508 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1509 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1510 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1511 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1512 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1513 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1514 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1515 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1516 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1517 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1518 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1519 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1520 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1521 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1522 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1523 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1524 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1525 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1526 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1527 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1528 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1529 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1530 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1531 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1532 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1533 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1534 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1535 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1536 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1537 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1538 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1539 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1540 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1541 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1542 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1543 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1544 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1545 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1546 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1547 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1548 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1549 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1550 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1551 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1552 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1553 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1554 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1555 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1556 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1557 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1558 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1559 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1560 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1561 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1562 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1563 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1564 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1565 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1566 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1567 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1568 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1569 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1570 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1571 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1572 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1573 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1574 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1575 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1576 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1577 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1578 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1579 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1580 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1581 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1582 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1583 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1584 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1585 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1586 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1587 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1588 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1589 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1590 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1591 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1592 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1593 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1594 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1595 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1596 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1597 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1598 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1599 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1600 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1601 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1602 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1603 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1604 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1605 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1606 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1607 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1608 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1609 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1610 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1611 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1612 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1613 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1614 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1615 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1616 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1617 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1618 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1619 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1620 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1621 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1622 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1623 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1624 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1625 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1626 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1627 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1628 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1629 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1630 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1631 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1632 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1633 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1634 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1635 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1636 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1637 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1638 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1639 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1640 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1641 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1642 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1643 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1644 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1645 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1646 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1647 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1648 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1649 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1650 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1651 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1652 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1653 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1654 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1655 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1656 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1657 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1658 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1659 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1660 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1661 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1662 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1663 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1664 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1665 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1666 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1667 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1668 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1669 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1670 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1671 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1672 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1673 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1674 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1675 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1676 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1677 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1678 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1679 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1680 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1681 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1682 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1683 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1684 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1685 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1686 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1687 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1688 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1689 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1690 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1691 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1692 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1693 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1694 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1695 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1696 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1697 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1698 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1699 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1700 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1701 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1702 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1703 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1704 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1705 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1706 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1707 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1708 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1709 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1710 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1711 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1712 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1713 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1714 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1715 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1716 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1717 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1718 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1719 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1720 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1721 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1722 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1723 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1724 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1725 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1726 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1727 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1728 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1729 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1730 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1731 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1732 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1733 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1734 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1735 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1736 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1737 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1738 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1739 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1740 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1741 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1742 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1743 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1744 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1745 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1746 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1747 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1748 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1749 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1750 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1751 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1752 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1753 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1754 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1755 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1756 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1757 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1758 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1759 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1760 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1761 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1762 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1763 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1764 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1765 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1766 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1767 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1768 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1769 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1770 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1771 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1772 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1773 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1774 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1775 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1776 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1777 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1778 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1779 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1780 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1781 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1782 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1783 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1784 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1785 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1786 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1787 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1788 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1789 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1790 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1791 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1792 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1793 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1794 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1795 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1796 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1797 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1798 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1799 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1800 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1801 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1802 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1803 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1804 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1805 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1806 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1807 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1808 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1809 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1810 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1811 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1812 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1813 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1814 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1815 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1816 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1817 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1818 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1819 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1820 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1821 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1822 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1823 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1824 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1825 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1826 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1827 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1828 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1829 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1830 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1831 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1832 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1833 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1834 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1835 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1836 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1837 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1838 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1839 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1840 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1841 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1842 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1843 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1844 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1845 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1846 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1847 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1848 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1849 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1850 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1851 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1852 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1853 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1854 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1855 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1856 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1857 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1858 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1859 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1860 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1861 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1862 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1863 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1864 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1865 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1866 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1867 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1868 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1869 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1870 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1871 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1872 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1873 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1874 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1875 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1876 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1877 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1878 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1879 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1880 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1881 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1882 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1883 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1884 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1885 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1886 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1887 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1888 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1889 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1890 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1891 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1892 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1893 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1894 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1895 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1896 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1897 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1898 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1899 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1900 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1901 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1902 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1903 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1904 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1905 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1906 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1907 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1908 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1909 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1910 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1911 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1912 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1913 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1914 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1915 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1916 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1917 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1918 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1919 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1920 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1921 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1922 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1923 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1924 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1925 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1926 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1927 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1928 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1929 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1930 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1931 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1932 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1933 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1934 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1935 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1936 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1937 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1938 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1939 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1940 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1941 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1942 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1943 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1944 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1945 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1946 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1947 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1948 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1949 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1950 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1951 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1952 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1953 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1954 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1955 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1956 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1957 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1958 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1959 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1960 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1961 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1962 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1963 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1964 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1965 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1966 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1967 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1968 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1969 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1970 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1971 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1972 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1973 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1974 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1975 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1976 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1977 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1978 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1979 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1980 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1981 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1982 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1983 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1984 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1985 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1986 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1987 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1988 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\lightgbm\sklearn.py:726: UserWarning: 'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. Pass 'early_stopping()' callback via 'callbacks' argument instead.
  _log_warning("'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. "
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(

[LightGBM] [Warning] feature_fraction is set=0.9, colsample_bytree=1.0 will be ignored. Current value: feature_fraction=0.9
[LightGBM] [Warning] min_data_in_leaf is set=1100, min_child_samples=20 will be ignored. Current value: min_data_in_leaf=1100
[LightGBM] [Warning] min_gain_to_split is set=1.0237549401496715, min_split_gain=0.0 will be ignored. Current value: min_gain_to_split=1.0237549401496715
[LightGBM] [Warning] lambda_l1 is set=40, reg_alpha=0.0 will be ignored. Current value: lambda_l1=40
[LightGBM] [Warning] bagging_fraction is set=0.2, subsample=1.0 will be ignored. Current value: bagging_fraction=0.2
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[LightGBM] [Warning] bagging_freq is set=1, subsample_freq=0 will be ignored. Current value: bagging_freq=1

C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1000 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1001 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1002 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1003 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1004 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1005 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1006 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1007 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1008 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1009 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1010 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1011 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1012 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1013 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1014 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1015 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1016 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1017 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1018 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1019 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1020 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1021 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1022 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1023 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1024 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1025 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1026 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1027 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1028 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1029 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1030 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1031 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1032 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1033 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1034 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1035 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1036 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1037 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1038 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1039 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1040 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1041 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1042 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1043 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1044 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1045 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1046 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1047 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1048 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1049 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1050 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1051 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1052 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1053 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1054 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1055 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1056 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1057 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1058 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1059 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1060 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1061 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1062 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1063 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1064 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1065 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1066 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1067 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1068 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1069 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1070 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1071 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1072 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1073 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1074 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1075 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1076 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1077 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1078 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1079 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1080 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1081 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1082 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1083 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1084 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1085 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1086 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1087 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1088 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1089 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1090 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1091 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1092 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1093 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1094 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1095 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1096 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1097 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1098 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1099 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1100 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1101 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1102 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1103 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1104 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1105 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1106 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1107 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1108 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1109 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1110 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1111 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1112 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1113 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1114 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1115 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1116 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1117 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1118 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1119 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1120 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1121 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1122 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1123 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1124 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1125 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1126 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1127 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1128 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1129 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1130 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1131 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1132 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1133 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1134 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1135 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1136 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1137 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1138 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1139 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1140 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1141 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1142 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1143 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1144 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1145 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1146 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1147 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1148 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1149 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1150 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1151 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1152 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1153 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1154 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1155 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1156 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1157 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1158 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1159 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1160 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1161 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1162 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1163 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1164 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1165 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1166 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1167 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1168 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1169 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1170 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1171 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1172 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1173 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1174 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1175 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1176 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1177 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1178 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1179 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1180 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1181 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1182 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1183 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1184 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1185 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1186 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1187 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1188 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1189 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1190 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1191 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1192 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1193 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1194 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1195 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1196 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1197 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1198 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1199 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1200 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1201 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1202 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1203 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1204 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1205 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1206 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1207 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1208 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1209 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1210 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1211 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1212 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1213 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1214 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1215 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1216 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1217 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1218 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1219 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1220 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1221 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1222 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1223 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1224 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1225 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1226 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1227 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1228 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1229 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1230 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1231 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1232 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1233 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1234 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1235 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1236 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1237 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1238 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1239 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1240 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1241 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1242 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1243 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1244 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1245 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1246 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1247 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1248 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1249 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1250 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1251 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1252 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1253 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1254 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1255 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1256 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1257 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1258 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1259 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1260 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1261 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1262 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1263 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1264 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1265 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1266 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1267 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1268 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1269 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1270 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1271 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1272 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1273 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1274 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1275 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1276 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1277 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1278 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1279 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1280 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1281 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1282 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1283 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1284 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1285 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1286 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1287 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1288 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1289 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1290 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1291 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1292 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1293 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1294 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1295 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1296 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1297 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1298 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1299 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1300 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1301 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1302 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1303 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1304 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1305 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1306 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1307 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1308 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1309 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1310 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1311 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1312 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1313 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1314 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1315 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1316 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1317 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1318 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1319 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1320 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1321 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1322 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1323 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1324 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1325 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1326 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1327 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1328 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1329 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1330 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1331 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1332 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1333 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1334 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1335 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1336 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1337 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1338 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1339 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1340 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1341 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1342 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1343 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1344 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1345 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1346 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1347 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1348 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1349 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1350 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1351 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1352 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1353 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1354 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1355 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1356 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1357 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1358 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1359 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1360 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1361 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1362 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1363 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1364 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1365 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1366 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1367 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1368 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1369 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1370 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1371 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1372 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1373 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1374 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1375 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1376 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1377 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1378 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1379 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1380 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1381 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1382 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1383 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1384 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1385 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1386 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1387 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1388 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1389 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1390 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1391 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1392 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1393 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1394 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1395 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1396 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1397 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1398 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1399 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1400 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1401 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1402 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1403 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1404 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1405 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1406 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1407 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1408 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1409 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1410 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1411 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1412 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1413 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1414 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1415 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1416 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1417 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1418 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1419 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1420 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1421 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1422 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1423 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1424 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1425 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1426 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1427 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1428 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1429 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1430 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1431 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1432 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1433 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1434 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1435 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1436 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1437 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1438 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1439 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1440 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1441 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1442 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1443 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1444 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1445 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1446 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1447 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1448 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1449 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1450 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1451 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1452 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1453 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1454 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1455 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1456 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1457 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1458 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1459 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1460 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1461 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1462 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1463 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1464 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1465 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1466 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1467 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1468 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1469 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1470 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1471 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1472 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1473 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1474 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1475 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1476 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1477 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1478 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1479 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1480 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1481 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1482 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1483 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1484 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1485 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1486 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1487 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1488 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1489 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1490 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1491 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1492 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1493 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1494 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1495 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1496 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1497 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1498 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1499 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1500 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1501 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1502 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1503 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1504 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1505 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1506 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1507 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1508 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1509 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1510 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1511 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1512 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1513 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1514 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1515 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1516 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1517 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1518 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1519 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1520 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1521 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1522 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1523 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1524 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1525 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1526 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1527 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1528 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1529 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1530 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1531 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1532 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1533 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1534 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1535 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1536 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1537 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1538 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1539 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1540 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1541 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1542 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1543 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1544 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1545 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1546 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1547 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1548 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1549 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1550 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1551 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1552 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1553 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1554 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1555 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1556 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1557 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1558 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1559 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1560 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1561 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1562 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1563 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1564 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1565 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1566 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1567 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1568 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1569 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1570 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1571 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1572 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1573 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1574 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1575 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1576 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1577 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1578 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1579 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1580 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1581 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1582 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1583 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1584 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1585 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1586 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1587 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1588 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1589 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1590 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1591 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1592 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1593 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1594 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1595 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1596 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1597 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1598 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1599 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1600 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1601 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1602 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1603 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1604 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1605 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1606 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1607 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1608 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1609 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1610 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1611 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1612 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1613 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1614 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1615 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1616 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1617 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1618 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1619 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1620 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1621 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1622 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1623 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1624 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1625 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1626 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1627 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1628 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1629 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1630 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1631 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1632 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1633 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1634 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1635 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1636 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1637 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1638 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1639 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1640 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1641 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1642 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1643 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1644 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1645 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1646 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1647 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1648 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1649 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1650 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1651 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1652 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1653 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1654 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1655 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1656 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1657 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1658 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1659 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1660 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1661 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1662 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1663 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1664 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1665 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1666 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1667 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1668 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1669 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1670 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1671 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1672 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1673 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1674 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1675 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1676 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1677 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1678 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1679 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1680 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1681 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1682 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1683 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1684 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1685 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1686 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1687 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1688 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1689 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1690 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1691 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1692 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1693 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1694 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1695 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1696 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1697 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1698 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1699 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1700 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1701 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1702 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1703 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1704 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1705 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1706 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1707 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1708 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1709 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1710 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1711 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1712 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1713 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1714 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1715 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1716 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1717 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1718 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1719 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1720 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1721 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1722 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1723 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1724 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1725 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1726 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1727 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1728 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1729 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1730 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1731 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1732 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1733 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1734 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1735 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1736 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1737 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1738 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1739 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1740 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1741 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1742 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1743 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1744 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1745 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1746 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1747 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1748 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1749 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1750 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1751 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1752 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1753 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1754 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1755 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1756 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1757 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1758 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1759 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1760 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1761 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1762 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1763 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1764 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1765 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1766 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1767 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1768 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1769 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1770 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1771 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1772 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1773 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1774 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1775 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1776 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1777 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1778 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1779 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1780 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1781 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1782 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1783 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1784 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1785 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1786 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1787 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1788 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1789 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1790 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1791 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1792 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1793 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1794 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1795 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1796 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1797 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1798 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1799 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1800 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1801 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1802 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1803 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1804 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1805 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1806 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1807 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1808 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1809 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1810 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1811 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1812 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1813 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1814 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1815 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1816 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1817 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1818 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1819 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1820 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1821 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1822 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1823 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1824 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1825 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1826 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1827 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1828 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1829 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1830 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1831 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1832 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1833 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1834 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1835 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1836 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1837 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1838 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1839 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1840 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1841 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1842 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1843 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1844 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1845 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1846 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1847 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1848 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1849 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1850 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1851 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1852 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1853 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1854 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1855 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1856 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1857 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1858 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1859 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1860 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1861 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1862 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1863 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1864 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1865 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1866 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1867 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1868 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1869 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1870 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1871 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1872 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1873 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1874 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1875 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1876 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1877 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1878 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1879 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1880 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1881 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1882 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1883 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1884 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1885 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1886 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1887 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1888 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1889 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1890 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1891 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1892 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1893 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1894 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1895 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1896 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1897 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1898 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1899 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1900 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1901 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1902 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1903 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1904 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1905 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1906 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1907 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1908 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1909 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1910 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1911 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1912 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1913 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1914 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1915 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1916 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1917 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1918 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1919 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1920 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1921 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1922 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1923 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1924 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1925 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1926 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1927 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1928 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1929 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1930 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1931 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1932 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1933 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1934 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1935 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1936 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1937 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1938 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1939 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1940 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1941 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1942 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1943 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1944 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1945 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1946 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1947 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1948 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1949 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1950 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1951 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1952 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1953 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1954 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1955 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1956 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1957 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1958 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1959 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1960 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1961 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1962 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1963 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1964 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1965 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1966 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1967 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1968 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1969 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1970 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1971 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1972 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1973 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1974 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1975 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1976 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1977 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1978 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1979 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1980 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1981 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1982 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1983 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1984 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1985 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1986 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1987 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1988 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1989 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1990 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1991 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1992 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1993 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1994 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1995 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1996 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1997 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1998 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1999 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2000 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2001 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2002 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2003 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2004 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2005 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2006 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2007 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2008 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2009 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2010 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2011 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2012 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2013 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2014 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2015 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2016 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2017 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2018 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2019 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2020 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2021 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2022 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2023 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2024 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2025 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2026 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2027 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2028 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2029 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2030 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2031 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2032 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2033 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2034 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2035 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2036 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2037 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2038 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2039 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2040 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2041 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2042 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2043 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2044 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2045 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2046 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2047 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2048 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2049 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2050 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2051 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2052 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2053 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2054 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2055 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2056 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2057 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2058 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2059 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2060 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2061 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2062 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2063 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2064 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2065 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2066 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2067 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2068 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2069 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2070 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2071 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2072 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2073 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2074 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2075 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2076 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2077 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2078 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2079 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2080 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2081 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2082 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2083 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2084 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2085 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2086 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2087 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2088 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2089 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2090 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2091 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2092 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2093 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2094 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2095 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2096 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2097 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2098 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2099 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2100 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2101 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2102 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2103 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2104 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2105 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2106 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2107 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2108 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2109 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2110 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2111 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2112 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2113 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2114 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2115 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2116 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2117 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2118 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2119 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2120 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2121 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2122 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2123 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2124 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2125 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2126 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2127 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2128 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2129 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2130 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2131 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2132 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2133 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2134 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2135 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2136 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2137 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2138 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2139 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2140 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2141 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2142 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2143 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2144 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2145 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2146 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2147 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2148 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2149 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2150 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2151 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2152 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2153 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2154 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2155 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2156 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2157 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2158 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2159 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2160 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2161 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2162 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2163 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2164 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2165 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2166 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2167 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2168 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2169 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2170 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2171 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2172 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2173 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2174 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2175 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2176 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2177 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2178 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2179 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2180 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2181 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2182 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2183 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2184 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2185 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2186 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2187 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2188 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2189 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2190 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2191 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2192 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2193 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2194 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2195 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2196 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2197 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2198 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2199 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2200 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2201 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2202 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2203 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2204 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2205 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2206 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2207 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2208 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2209 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2210 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2211 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2212 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2213 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2214 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2215 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2216 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2217 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2218 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2219 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2220 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2221 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2222 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2223 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2224 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2225 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2226 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2227 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2228 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2229 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2230 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2231 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2232 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2233 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2234 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2235 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2236 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2237 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2238 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2239 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2240 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2241 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2242 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2243 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2244 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2245 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2246 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2247 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2248 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2249 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2250 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2251 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2252 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2253 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2254 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2255 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2256 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2257 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2258 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2259 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2260 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2261 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2262 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2263 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2264 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2265 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2266 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2267 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2268 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2269 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2270 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2271 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2272 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2273 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2274 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2275 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2276 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2277 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2278 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2279 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2280 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2281 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2282 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2283 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2284 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2285 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2286 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2287 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2288 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2289 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2290 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2291 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2292 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2293 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2294 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2295 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2296 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2297 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2298 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2299 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2300 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2301 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2302 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2303 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2304 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2305 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2306 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2307 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2308 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2309 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2310 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2311 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2312 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2313 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2314 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2315 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2316 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2317 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2318 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2319 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2320 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2321 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2322 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2323 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2324 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2325 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2326 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2327 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2328 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2329 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2330 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2331 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2332 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2333 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2334 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2335 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2336 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2337 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2338 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2339 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2340 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2341 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2342 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2343 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2344 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2345 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2346 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2347 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2348 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2349 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2350 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2351 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2352 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2353 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2354 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2355 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2356 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2357 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2358 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2359 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2360 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2361 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2362 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2363 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2364 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2365 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2366 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2367 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2368 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2369 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2370 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2371 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2372 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2373 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2374 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2375 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2376 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2377 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2378 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2379 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2380 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2381 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2382 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2383 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2384 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2385 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2386 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2387 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2388 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2389 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2390 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2391 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2392 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2393 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2394 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2395 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2396 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2397 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2398 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2399 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2400 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2401 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2402 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2403 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2404 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2405 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2406 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2407 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2408 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2409 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2410 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2411 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2412 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2413 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2414 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2415 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2416 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2417 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2418 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2419 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2420 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2421 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2422 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2423 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2424 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2425 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2426 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2427 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2428 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2429 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2430 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2431 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2432 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2433 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2434 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2435 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2436 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2437 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2438 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2439 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2440 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2441 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2442 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2443 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2444 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2445 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2446 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2447 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2448 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2449 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2450 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2451 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2452 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2453 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2454 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2455 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2456 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2457 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2458 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2459 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2460 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2461 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2462 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2463 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2464 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2465 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2466 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2467 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2468 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2469 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2470 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2471 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2472 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2473 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2474 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2475 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2476 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2477 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2478 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2479 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2480 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2481 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2482 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2483 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2484 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2485 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2486 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2487 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2488 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2489 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2490 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2491 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2492 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2493 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2494 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2495 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2496 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2497 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2498 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2499 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2500 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2501 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2502 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2503 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2504 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2505 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2506 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2507 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2508 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2509 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2510 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2511 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2512 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2513 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2514 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2515 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2516 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2517 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2518 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2519 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2520 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2521 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2522 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2523 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2524 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2525 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2526 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2527 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2528 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2529 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2530 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2531 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2532 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2533 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2534 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2535 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2536 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2537 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2538 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2539 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2540 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2541 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2542 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2543 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2544 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2545 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2546 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2547 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2548 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2549 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2550 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2551 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2552 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2553 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2554 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2555 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2556 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2557 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2558 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2559 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2560 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2561 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2562 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2563 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2564 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2565 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2566 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2567 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2568 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2569 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2570 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2571 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2572 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2573 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2574 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2575 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2576 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2577 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2578 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2579 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2580 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2581 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2582 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2583 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2584 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2585 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2586 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2587 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2588 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2589 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2590 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2591 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2592 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2593 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2594 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2595 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2596 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2597 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2598 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2599 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2600 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2601 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2602 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2603 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2604 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2605 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2606 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2607 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2608 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2609 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2610 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2611 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2612 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2613 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2614 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2615 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2616 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2617 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2618 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2619 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2620 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2621 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2622 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2623 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2624 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2625 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2626 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2627 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2628 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2629 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2630 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2631 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2632 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2633 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2634 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2635 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2636 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2637 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2638 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2639 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2640 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2641 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2642 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2643 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2644 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2645 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2646 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2647 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2648 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2649 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2650 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2651 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2652 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2653 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2654 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2655 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2656 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2657 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2658 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2659 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2660 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2661 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2662 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2663 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2664 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2665 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2666 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2667 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2668 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2669 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2670 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2671 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2672 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2673 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2674 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2675 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2676 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2677 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2678 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2679 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2680 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2681 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2682 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2683 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2684 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2685 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2686 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2687 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2688 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2689 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2690 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2691 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2692 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2693 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2694 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2695 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2696 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2697 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2698 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2699 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2700 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2701 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2702 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2703 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2704 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2705 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2706 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2707 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2708 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2709 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2710 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2711 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2712 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2713 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2714 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2715 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2716 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2717 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2718 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2719 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2720 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2721 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2722 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2723 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2724 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2725 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2726 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2727 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2728 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2729 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2730 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2731 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2732 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2733 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2734 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2735 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2736 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2737 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2738 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2739 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2740 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2741 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2742 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2743 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2744 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2745 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2746 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2747 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2748 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2749 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2750 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2751 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2752 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2753 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2754 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2755 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2756 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2757 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2758 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2759 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2760 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2761 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2762 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2763 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2764 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2765 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2766 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2767 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2768 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2769 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2770 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2771 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2772 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2773 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2774 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2775 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2776 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2777 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2778 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2779 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2780 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2781 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2782 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2783 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2784 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2785 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2786 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2787 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2788 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2789 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2790 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2791 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2792 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2793 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2794 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2795 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2796 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2797 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2798 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2799 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2800 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2801 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2802 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2803 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2804 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2805 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2806 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2807 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2808 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2809 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2810 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2811 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2812 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2813 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2814 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2815 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2816 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2817 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2818 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2819 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2820 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2821 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2822 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2823 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2824 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2825 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2826 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2827 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2828 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2829 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2830 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2831 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2832 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2833 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2834 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2835 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2836 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2837 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2838 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2839 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2840 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2841 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2842 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2843 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2844 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2845 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2846 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2847 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2848 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2849 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2850 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2851 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2852 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2853 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2854 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2855 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2856 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2857 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2858 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2859 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2860 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2861 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2862 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2863 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2864 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2865 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2866 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2867 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2868 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2869 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2870 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2871 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2872 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2873 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2874 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2875 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2876 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2877 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2878 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2879 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2880 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2881 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2882 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2883 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2884 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2885 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2886 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2887 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2888 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2889 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2890 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2891 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2892 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2893 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2894 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2895 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2896 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2897 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2898 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2899 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2900 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2901 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2902 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2903 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2904 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2905 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2906 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2907 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2908 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2909 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2910 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2911 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2912 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2913 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2914 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2915 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\lightgbm\sklearn.py:726: UserWarning: 'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. Pass 'early_stopping()' callback via 'callbacks' argument instead.
  _log_warning("'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. "
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(

[LightGBM] [Warning] feature_fraction is set=0.9, colsample_bytree=1.0 will be ignored. Current value: feature_fraction=0.9
[LightGBM] [Warning] min_data_in_leaf is set=1100, min_child_samples=20 will be ignored. Current value: min_data_in_leaf=1100
[LightGBM] [Warning] min_gain_to_split is set=1.0237549401496715, min_split_gain=0.0 will be ignored. Current value: min_gain_to_split=1.0237549401496715
[LightGBM] [Warning] lambda_l1 is set=40, reg_alpha=0.0 will be ignored. Current value: lambda_l1=40
[LightGBM] [Warning] bagging_fraction is set=0.2, subsample=1.0 will be ignored. Current value: bagging_fraction=0.2
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[LightGBM] [Warning] bagging_freq is set=1, subsample_freq=0 will be ignored. Current value: bagging_freq=1

C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1000 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1001 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1002 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1003 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1004 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1005 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1006 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1007 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1008 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1009 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1010 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1011 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1012 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1013 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1014 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1015 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1016 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1017 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1018 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1019 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1020 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1021 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1022 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1023 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1024 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1025 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1026 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1027 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1028 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1029 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1030 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1031 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1032 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1033 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1034 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1035 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1036 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1037 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1038 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1039 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1040 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1041 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1042 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1043 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1044 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1045 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1046 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1047 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1048 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1049 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1050 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1051 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1052 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1053 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1054 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1055 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1056 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1057 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1058 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1059 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1060 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1061 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1062 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1063 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1064 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1065 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1066 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1067 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1068 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1069 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1070 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1071 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1072 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1073 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1074 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1075 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1076 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1077 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1078 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1079 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1080 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1081 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1082 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1083 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1084 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1085 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1086 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1087 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1088 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1089 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1090 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1091 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1092 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1093 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1094 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1095 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1096 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1097 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1098 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1099 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1100 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1101 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1102 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1103 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1104 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1105 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1106 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1107 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1108 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1109 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1110 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1111 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1112 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1113 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1114 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1115 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1116 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1117 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1118 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1119 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1120 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1121 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1122 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1123 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1124 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1125 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1126 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1127 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1128 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1129 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1130 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1131 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1132 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1133 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1134 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1135 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1136 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1137 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1138 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1139 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1140 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1141 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1142 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1143 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1144 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1145 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1146 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1147 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1148 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1149 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1150 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1151 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1152 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1153 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1154 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1155 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1156 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1157 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1158 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1159 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1160 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1161 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1162 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1163 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1164 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1165 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1166 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1167 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1168 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1169 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1170 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1171 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1172 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1173 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1174 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1175 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1176 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1177 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1178 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1179 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1180 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1181 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1182 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1183 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1184 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1185 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1186 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1187 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1188 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1189 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1190 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1191 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1192 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1193 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1194 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1195 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1196 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1197 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1198 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1199 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1200 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1201 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1202 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1203 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1204 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1205 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1206 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1207 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1208 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1209 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1210 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1211 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1212 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1213 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1214 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1215 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1216 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1217 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1218 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1219 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1220 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1221 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1222 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1223 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1224 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1225 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1226 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1227 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1228 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1229 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1230 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1231 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1232 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1233 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1234 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1235 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1236 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1237 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1238 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1239 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1240 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1241 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1242 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1243 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1244 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1245 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1246 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1247 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1248 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1249 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1250 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1251 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1252 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1253 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1254 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1255 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1256 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1257 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1258 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1259 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1260 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1261 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1262 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1263 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1264 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1265 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1266 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1267 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1268 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1269 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1270 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1271 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1272 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1273 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1274 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1275 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1276 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1277 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1278 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1279 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1280 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1281 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1282 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1283 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1284 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1285 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1286 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1287 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1288 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1289 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1290 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1291 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1292 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1293 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1294 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1295 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1296 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1297 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1298 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1299 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1300 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1301 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1302 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1303 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1304 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1305 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1306 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1307 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1308 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1309 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1310 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1311 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1312 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1313 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1314 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1315 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1316 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1317 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1318 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1319 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1320 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1321 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1322 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1323 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1324 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1325 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1326 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1327 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1328 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1329 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1330 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1331 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1332 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1333 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1334 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1335 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1336 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1337 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1338 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1339 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1340 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1341 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1342 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1343 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1344 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1345 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1346 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1347 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1348 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1349 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1350 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1351 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1352 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1353 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1354 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1355 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1356 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1357 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1358 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1359 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1360 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1361 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1362 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1363 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1364 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1365 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1366 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1367 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1368 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1369 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1370 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1371 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1372 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1373 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1374 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1375 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1376 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1377 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1378 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1379 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1380 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1381 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1382 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1383 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1384 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1385 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1386 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1387 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1388 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1389 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1390 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1391 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1392 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1393 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1394 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1395 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1396 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1397 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1398 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1399 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1400 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1401 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1402 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1403 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1404 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1405 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1406 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1407 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1408 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1409 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1410 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1411 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1412 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1413 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1414 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1415 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1416 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1417 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1418 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1419 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1420 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1421 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1422 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1423 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1424 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1425 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1426 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1427 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1428 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1429 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1430 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1431 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1432 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1433 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1434 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1435 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1436 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1437 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1438 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1439 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1440 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1441 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1442 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1443 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1444 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1445 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1446 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1447 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1448 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1449 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1450 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1451 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1452 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1453 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1454 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1455 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1456 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1457 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1458 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1459 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1460 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1461 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1462 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1463 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1464 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1465 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1466 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1467 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1468 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1469 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1470 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1471 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1472 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1473 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1474 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1475 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1476 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1477 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1478 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1479 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1480 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1481 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1482 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1483 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1484 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1485 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1486 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1487 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1488 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1489 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1490 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1491 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1492 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1493 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1494 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1495 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1496 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1497 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1498 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1499 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1500 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1501 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1502 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1503 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1504 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1505 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1506 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1507 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1508 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1509 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1510 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1511 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1512 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1513 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1514 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1515 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1516 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1517 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1518 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1519 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1520 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1521 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1522 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1523 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1524 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1525 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1526 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1527 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1528 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1529 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1530 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1531 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1532 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1533 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1534 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1535 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1536 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1537 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1538 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1539 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1540 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1541 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1542 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1543 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1544 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1545 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1546 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1547 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1548 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1549 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1550 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1551 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1552 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1553 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1554 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1555 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1556 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1557 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1558 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1559 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1560 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1561 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1562 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1563 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1564 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1565 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1566 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1567 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1568 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1569 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1570 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1571 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1572 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1573 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1574 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1575 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1576 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1577 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1578 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1579 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1580 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1581 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1582 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1583 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1584 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1585 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1586 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1587 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1588 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1589 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1590 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1591 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1592 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1593 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1594 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1595 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1596 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1597 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1598 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1599 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1600 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1601 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1602 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1603 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1604 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1605 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1606 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1607 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1608 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1609 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1610 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1611 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1612 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1613 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1614 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1615 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1616 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1617 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1618 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1619 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1620 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1621 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1622 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1623 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1624 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1625 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1626 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1627 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1628 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1629 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1630 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1631 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1632 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1633 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1634 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1635 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1636 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1637 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1638 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1639 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1640 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1641 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1642 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1643 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1644 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1645 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1646 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1647 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1648 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1649 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1650 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1651 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1652 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1653 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1654 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1655 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1656 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1657 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1658 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1659 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1660 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1661 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1662 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1663 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1664 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1665 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1666 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1667 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1668 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1669 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1670 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1671 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1672 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1673 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1674 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1675 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1676 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1677 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1678 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1679 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1680 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1681 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1682 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1683 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1684 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1685 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1686 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1687 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1688 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1689 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1690 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1691 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1692 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1693 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1694 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1695 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1696 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1697 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1698 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1699 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1700 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1701 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1702 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1703 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1704 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1705 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1706 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1707 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1708 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1709 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1710 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1711 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1712 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1713 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1714 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1715 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1716 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1717 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1718 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1719 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1720 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1721 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1722 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1723 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1724 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1725 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1726 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1727 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1728 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1729 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1730 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1731 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1732 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1733 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1734 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1735 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1736 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1737 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1738 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1739 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1740 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1741 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1742 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1743 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1744 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1745 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1746 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1747 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1748 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1749 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1750 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1751 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1752 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1753 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1754 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1755 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1756 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1757 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1758 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1759 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1760 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1761 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1762 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1763 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1764 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1765 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1766 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1767 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1768 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1769 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1770 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1771 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1772 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1773 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1774 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1775 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1776 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1777 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1778 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1779 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1780 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1781 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1782 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1783 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1784 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1785 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1786 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1787 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1788 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1789 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1790 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1791 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1792 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1793 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1794 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1795 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1796 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1797 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1798 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1799 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1800 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1801 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1802 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1803 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1804 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1805 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1806 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1807 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1808 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1809 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1810 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1811 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1812 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1813 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1814 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1815 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1816 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1817 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1818 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1819 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1820 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1821 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1822 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1823 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1824 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1825 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1826 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1827 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1828 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1829 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1830 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1831 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1832 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1833 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1834 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1835 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1836 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1837 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1838 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1839 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1840 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1841 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1842 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1843 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1844 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1845 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1846 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1847 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1848 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1849 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1850 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1851 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1852 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1853 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1854 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1855 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1856 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1857 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1858 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1859 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1860 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1861 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1862 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1863 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1864 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1865 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1866 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1867 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1868 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1869 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1870 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1871 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1872 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1873 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1874 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1875 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1876 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1877 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1878 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1879 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1880 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1881 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1882 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1883 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1884 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1885 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1886 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1887 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1888 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1889 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1890 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1891 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1892 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1893 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1894 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1895 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1896 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1897 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1898 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1899 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1900 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1901 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1902 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1903 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1904 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1905 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1906 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1907 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1908 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1909 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1910 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1911 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1912 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1913 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1914 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1915 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1916 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1917 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1918 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1919 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1920 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1921 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1922 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1923 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1924 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1925 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1926 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1927 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1928 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1929 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1930 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1931 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1932 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1933 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1934 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1935 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1936 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1937 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1938 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1939 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1940 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1941 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1942 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1943 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1944 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1945 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1946 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1947 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1948 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1949 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1950 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1951 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1952 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1953 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1954 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1955 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1956 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1957 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1958 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1959 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1960 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1961 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1962 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1963 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1964 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1965 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1966 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1967 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1968 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1969 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1970 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1971 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1972 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1973 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1974 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1975 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1976 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1977 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1978 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1979 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1980 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1981 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1982 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1983 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1984 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1985 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1986 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1987 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1988 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1989 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1990 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1991 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1992 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1993 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1994 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1995 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1996 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1997 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1998 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1999 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2000 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2001 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2002 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2003 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2004 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2005 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2006 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2007 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2008 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2009 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2010 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2011 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2012 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2013 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2014 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2015 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2016 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2017 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2018 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2019 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2020 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2021 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2022 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2023 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2024 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2025 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2026 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2027 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2028 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2029 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2030 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2031 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2032 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2033 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2034 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2035 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2036 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2037 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2038 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2039 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2040 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2041 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2042 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2043 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2044 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2045 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2046 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2047 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2048 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2049 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2050 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2051 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2052 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2053 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2054 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2055 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2056 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2057 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2058 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2059 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2060 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2061 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2062 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2063 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2064 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2065 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2066 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2067 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2068 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2069 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2070 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2071 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2072 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2073 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2074 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2075 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2076 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2077 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2078 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2079 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2080 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2081 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2082 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2083 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2084 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2085 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2086 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2087 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2088 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2089 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2090 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2091 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2092 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2093 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2094 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2095 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2096 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2097 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2098 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2099 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2100 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2101 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2102 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2103 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2104 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2105 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2106 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2107 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2108 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2109 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2110 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2111 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2112 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2113 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2114 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2115 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2116 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2117 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2118 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2119 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2120 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2121 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2122 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2123 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2124 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2125 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2126 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2127 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2128 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2129 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2130 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2131 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2132 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2133 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2134 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2135 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2136 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2137 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2138 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2139 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2140 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2141 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2142 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2143 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2144 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2145 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2146 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2147 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2148 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2149 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2150 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2151 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2152 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2153 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2154 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2155 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2156 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2157 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2158 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2159 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2160 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2161 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2162 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2163 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2164 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2165 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2166 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2167 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2168 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2169 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2170 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2171 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2172 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2173 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2174 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2175 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2176 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2177 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2178 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2179 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2180 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2181 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2182 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2183 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2184 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2185 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2186 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2187 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2188 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2189 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2190 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2191 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2192 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2193 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2194 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2195 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2196 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2197 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2198 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2199 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2200 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2201 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2202 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2203 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2204 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2205 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2206 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2207 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2208 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2209 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2210 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2211 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2212 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2213 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2214 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2215 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2216 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2217 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2218 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2219 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2220 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2221 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2222 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2223 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2224 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2225 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2226 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2227 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2228 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2229 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2230 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2231 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2232 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2233 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2234 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2235 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2236 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2237 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2238 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2239 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2240 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2241 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2242 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2243 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2244 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2245 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2246 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2247 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2248 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2249 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2250 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2251 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2252 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2253 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2254 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2255 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2256 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2257 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2258 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2259 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2260 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2261 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2262 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2263 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2264 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2265 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2266 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2267 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2268 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2269 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2270 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2271 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2272 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2273 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2274 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2275 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2276 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2277 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2278 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2279 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2280 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2281 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2282 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2283 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2284 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2285 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2286 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2287 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2288 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2289 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2290 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2291 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2292 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2293 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2294 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2295 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2296 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2297 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2298 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2299 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2300 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2301 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2302 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2303 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2304 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2305 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2306 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2307 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2308 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2309 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2310 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2311 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2312 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2313 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2314 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2315 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2316 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2317 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2318 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2319 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2320 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2321 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2322 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2323 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2324 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2325 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2326 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2327 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2328 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2329 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2330 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2331 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2332 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2333 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2334 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2335 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2336 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2337 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2338 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2339 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2340 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2341 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2342 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2343 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2344 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2345 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2346 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2347 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2348 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2349 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2350 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2351 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2352 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2353 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2354 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2355 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2356 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2357 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2358 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2359 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2360 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2361 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2362 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2363 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2364 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2365 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2366 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2367 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2368 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2369 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2370 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2371 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2372 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2373 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2374 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2375 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2376 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2377 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2378 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2379 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2380 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2381 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2382 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2383 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2384 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2385 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2386 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2387 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2388 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2389 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2390 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2391 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2392 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2393 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2394 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2395 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2396 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2397 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2398 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2399 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2400 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2401 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2402 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2403 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2404 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2405 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2406 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2407 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2408 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2409 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2410 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2411 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2412 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2413 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2414 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2415 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2416 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2417 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2418 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2419 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2420 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2421 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2422 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2423 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2424 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2425 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2426 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2427 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2428 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2429 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2430 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2431 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2432 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2433 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2434 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2435 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2436 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2437 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2438 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2439 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2440 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2441 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2442 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2443 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2444 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2445 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2446 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2447 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2448 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2449 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2450 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2451 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2452 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2453 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2454 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2455 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2456 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2457 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2458 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2459 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2460 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2461 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2462 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2463 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2464 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2465 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2466 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2467 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2468 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2469 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2470 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2471 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2472 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2473 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2474 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2475 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2476 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2477 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2478 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2479 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2480 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2481 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2482 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2483 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2484 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2485 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2486 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2487 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2488 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2489 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2490 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2491 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2492 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2493 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2494 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2495 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2496 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2497 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2498 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2499 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2500 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2501 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2502 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2503 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2504 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2505 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2506 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2507 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2508 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2509 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2510 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2511 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2512 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2513 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2514 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2515 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2516 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2517 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2518 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2519 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2520 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2521 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2522 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2523 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2524 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2525 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2526 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2527 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2528 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2529 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2530 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2531 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2532 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2533 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2534 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2535 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2536 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2537 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2538 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2539 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2540 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2541 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2542 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2543 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2544 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2545 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2546 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2547 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2548 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2549 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2550 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2551 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2552 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2553 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2554 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2555 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2556 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2557 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2558 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2559 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2560 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2561 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2562 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2563 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2564 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2565 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2566 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2567 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2568 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2569 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2570 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2571 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2572 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2573 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2574 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2575 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2576 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2577 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2578 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2579 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2580 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2581 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2582 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2583 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2584 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2585 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2586 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2587 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2588 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2589 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2590 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2591 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2592 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2593 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2594 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2595 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2596 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2597 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2598 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2599 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2600 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2601 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2602 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2603 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2604 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2605 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2606 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2607 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2608 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2609 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2610 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2611 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2612 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2613 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2614 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2615 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2616 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2617 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2618 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2619 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2620 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2621 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2622 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2623 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2624 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2625 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2626 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2627 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2628 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2629 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2630 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2631 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2632 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2633 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2634 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2635 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2636 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\lightgbm\sklearn.py:726: UserWarning: 'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. Pass 'early_stopping()' callback via 'callbacks' argument instead.
  _log_warning("'early_stopping_rounds' argument is deprecated and will be removed in a future release of LightGBM. "
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
C:\Users\kvray\anaconda3\lib\site-packages\optuna\trial\_trial.py:590: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[LightGBM] [Warning] feature_fraction is set=0.9, colsample_bytree=1.0 will be ignored. Current value: feature_fraction=0.9
[LightGBM] [Warning] min_data_in_leaf is set=1100, min_child_samples=20 will be ignored. Current value: min_data_in_leaf=1100
[LightGBM] [Warning] min_gain_to_split is set=1.0237549401496715, min_split_gain=0.0 will be ignored. Current value: min_gain_to_split=1.0237549401496715
[LightGBM] [Warning] lambda_l1 is set=40, reg_alpha=0.0 will be ignored. Current value: lambda_l1=40
[LightGBM] [Warning] bagging_fraction is set=0.2, subsample=1.0 will be ignored. Current value: bagging_fraction=0.2
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[LightGBM] [Warning] bagging_freq is set=1, subsample_freq=0 will be ignored. Current value: bagging_freq=1


!pip uninstall -y lightgbm
!apt-get install -y libboost-all-dev
!git clone --recursive https://github.com/Microsoft/LightGBM

WARNING: Skipping lightgbm as it is not installed.
'apt-get' is not recognized as an internal or external command,
operable program or batch file.
'gitpython' is not recognized as an internal or external command,
operable program or batch file.


!apt-get install -y libboost-all-dev
!git clone --recursive https://github.com/Microsoft/LightGBM

'apt-get' is not recognized as an internal or external command,
operable program or batch file.

Submodule path 'external_libs/compute': checked out '36350b7de849300bd3d72a05d8bf890ca405a014'
Submodule path 'external_libs/eigen': checked out '3147391d946bb4b6c68edd901f2add6ac1f31f8c'
Submodule path 'external_libs/fast_double_parser': checked out 'ace60646c02dc54c57f19d644e49a61e7e7758ec'
Submodule path 'external_libs/fast_double_parser/benchmarks/dependencies/abseil-cpp': checked out 'd936052d32a5b7ca08b0199a6724724aea432309'
Submodule path 'external_libs/fast_double_parser/benchmarks/dependencies/double-conversion': checked out 'f4cb2384efa55dee0e6652f8674b05763441ab09'
Submodule path 'external_libs/fmt': checked out 'b6f4ceaed0a0a24ccf575fab6c56dd50ccf6f1a9'

Cloning into 'LightGBM'...
Submodule 'include/boost/compute' (https://github.com/boostorg/compute) registered for path 'external_libs/compute'
Submodule 'eigen' (https://gitlab.com/libeigen/eigen.git) registered for path 'external_libs/eigen'
Submodule 'external_libs/fast_double_parser' (https://github.com/lemire/fast_double_parser.git) registered for path 'external_libs/fast_double_parser'
Submodule 'external_libs/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'external_libs/fmt'
Cloning into 'C:/Users/kvray/DECSC 131/LightGBM/external_libs/compute'...
Cloning into 'C:/Users/kvray/DECSC 131/LightGBM/external_libs/eigen'...
remote: warning: core.fsyncObjectFiles is deprecated; use core.fsync instead        
Cloning into 'C:/Users/kvray/DECSC 131/LightGBM/external_libs/fast_double_parser'...
Cloning into 'C:/Users/kvray/DECSC 131/LightGBM/external_libs/fmt'...
Submodule 'benchmark/dependencies/abseil-cpp' (https://github.com/abseil/abseil-cpp.git) registered for path 'external_libs/fast_double_parser/benchmarks/dependencies/abseil-cpp'
Submodule 'benchmark/dependencies/double-conversion' (https://github.com/google/double-conversion.git) registered for path 'external_libs/fast_double_parser/benchmarks/dependencies/double-conversion'
Cloning into 'C:/Users/kvray/DECSC 131/LightGBM/external_libs/fast_double_parser/benchmarks/dependencies/abseil-cpp'...
Cloning into 'C:/Users/kvray/DECSC 131/LightGBM/external_libs/fast_double_parser/benchmarks/dependencies/double-conversion'...


!pip install lightgbm

Collecting lightgbm
  Using cached lightgbm-3.3.2-py3-none-win_amd64.whl (1.0 MB)
Requirement already satisfied: scikit-learn!=0.22.0 in c:\users\kvray\anaconda3\lib\site-packages (from lightgbm) (0.24.1)
Requirement already satisfied: wheel in c:\users\kvray\anaconda3\lib\site-packages (from lightgbm) (0.36.2)
Requirement already satisfied: scipy in c:\users\kvray\anaconda3\lib\site-packages (from lightgbm) (1.6.2)
Requirement already satisfied: numpy in c:\users\kvray\anaconda3\lib\site-packages (from lightgbm) (1.22.3)
Requirement already satisfied: threadpoolctl>=2.0.0 in c:\users\kvray\anaconda3\lib\site-packages (from scikit-learn!=0.22.0->lightgbm) (2.1.0)
Requirement already satisfied: joblib>=0.11 in c:\users\kvray\anaconda3\lib\site-packages (from scikit-learn!=0.22.0->lightgbm) (1.0.1)
Installing collected packages: lightgbm
Successfully installed lightgbm-3.3.2


!pip install libboost-all-dev

ERROR: Could not find a version that satisfies the requirement libboost-all-dev
ERROR: No matching distribution found for libboost-all-dev


!apt-get install -y libboost-all-dev

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-14-988cecabadb2> in <module>
----> 1 apt-get

NameError: name 'apt' is not defined


!apt

ERROR: Could not find a version that satisfies the requirement libboost-all-dev
ERROR: No matching distribution found for libboost-all-dev


!pip install xgboost

Collecting xgboost
  Downloading xgboost-1.6.1-py3-none-win_amd64.whl (125.4 MB)
Requirement already satisfied: scipy in c:\users\kvray\anaconda3\lib\site-packages (from xgboost) (1.6.2)
Requirement already satisfied: numpy in c:\users\kvray\anaconda3\lib\site-packages (from xgboost) (1.22.3)
Installing collected packages: xgboost
Successfully installed xgboost-1.6.1


import optuna 
from optuna import Trial, visualization
from optuna.samplers import TPESampler
from xgboost import XGBClassifier


def objective(trial: Trial,X,y) -> float:
    
    joblib.dump(study, 'study.pkl')

    param = {
                "n_estimators" : trial.suggest_int('n_estimators', 0, 1000),
                'max_depth':trial.suggest_int('max_depth', 2, 25),
                'reg_alpha':trial.suggest_int('reg_alpha', 0, 5),
                'reg_lambda':trial.suggest_int('reg_lambda', 0, 5),
                'min_child_weight':trial.suggest_int('min_child_weight', 0, 5),
                'gamma':trial.suggest_int('gamma', 0, 5),
                'learning_rate':trial.suggest_loguniform('learning_rate',0.005,0.5),
                'colsample_bytree':trial.suggest_discrete_uniform('colsample_bytree',0.1,1,0.01),
                'nthread' : -1
            }
    
    model = XGBClassifier(**param)
    
    return cross_val_score(model, X, y, cv=3).mean()

study = optuna.create_study(direction='maximize',sampler=TPESampler())
study.optimize(lambda trial : objective(trial,X,y),n_trials= 50)

[I 2022-05-12 20:59:06,450] A new study created in memory with name: no-name-2437dfb8-518d-4a35-8162-fb49f4292ccd

[I 2022-05-12 20:59:19,307] Trial 0 finished with value: 0.9182609821630896 and parameters: {'n_estimators': 518, 'max_depth': 24, 'reg_alpha': 3, 'reg_lambda': 1, 'min_child_weight': 5, 'gamma': 5, 'learning_rate': 0.02699660244129369, 'colsample_bytree': 0.65}. Best is trial 0 with value: 0.9182609821630896.

[I 2022-05-12 20:59:25,464] Trial 1 finished with value: 0.9174516849567835 and parameters: {'n_estimators': 153, 'max_depth': 25, 'reg_alpha': 5, 'reg_lambda': 1, 'min_child_weight': 0, 'gamma': 3, 'learning_rate': 0.3484458053515661, 'colsample_bytree': 0.82}. Best is trial 0 with value: 0.9182609821630896.

[I 2022-05-12 20:59:28,823] Trial 2 finished with value: 0.9172250817390178 and parameters: {'n_estimators': 370, 'max_depth': 4, 'reg_alpha': 5, 'reg_lambda': 5, 'min_child_weight': 5, 'gamma': 3, 'learning_rate': 0.08786169916839003, 'colsample_bytree': 0.8}. Best is trial 0 with value: 0.9182609821630896.

[I 2022-05-12 20:59:30,665] Trial 3 finished with value: 0.906930821274805 and parameters: {'n_estimators': 79, 'max_depth': 24, 'reg_alpha': 3, 'reg_lambda': 0, 'min_child_weight': 0, 'gamma': 4, 'learning_rate': 0.005583852368230355, 'colsample_bytree': 0.48}. Best is trial 0 with value: 0.9182609821630896.

[I 2022-05-12 20:59:53,102] Trial 4 finished with value: 0.9182933540513418 and parameters: {'n_estimators': 903, 'max_depth': 18, 'reg_alpha': 4, 'reg_lambda': 4, 'min_child_weight': 2, 'gamma': 2, 'learning_rate': 0.00911221591560922, 'colsample_bytree': 0.61}. Best is trial 4 with value: 0.9182933540513418.

[I 2022-05-12 21:00:10,916] Trial 5 finished with value: 0.9184228416043507 and parameters: {'n_estimators': 718, 'max_depth': 13, 'reg_alpha': 2, 'reg_lambda': 5, 'min_child_weight': 3, 'gamma': 3, 'learning_rate': 0.021460572185628496, 'colsample_bytree': 0.63}. Best is trial 5 with value: 0.9184228416043507.

[I 2022-05-12 21:00:15,851] Trial 6 finished with value: 0.9174193130685313 and parameters: {'n_estimators': 222, 'max_depth': 15, 'reg_alpha': 3, 'reg_lambda': 4, 'min_child_weight': 5, 'gamma': 3, 'learning_rate': 0.2113693210226899, 'colsample_bytree': 0.45999999999999996}. Best is trial 5 with value: 0.9184228416043507.

[I 2022-05-12 21:00:19,517] Trial 7 finished with value: 0.9175164287332881 and parameters: {'n_estimators': 233, 'max_depth': 7, 'reg_alpha': 3, 'reg_lambda': 4, 'min_child_weight': 5, 'gamma': 2, 'learning_rate': 0.03127952788320016, 'colsample_bytree': 0.73}. Best is trial 5 with value: 0.9184228416043507.

[I 2022-05-12 21:00:20,766] Trial 8 finished with value: 0.9174840568450358 and parameters: {'n_estimators': 65, 'max_depth': 9, 'reg_alpha': 1, 'reg_lambda': 5, 'min_child_weight': 2, 'gamma': 5, 'learning_rate': 0.3454942120376816, 'colsample_bytree': 0.56}. Best is trial 5 with value: 0.9184228416043507.


def objective(trial: Trial,X,y) -> float:
    
    joblib.dump(study, 'study.pkl')

    param = {
                "n_estimators" : trial.suggest_int('n_estimators', 0, 1000),
                'max_depth':trial.suggest_int('max_depth', 2, 25),
                'reg_alpha':trial.suggest_int('reg_alpha', 0, 5),
                'reg_lambda':trial.suggest_int('reg_lambda', 0, 5),
                'min_child_weight':trial.suggest_int('min_child_weight', 0, 5),
                'gamma':trial.suggest_int('gamma', 0, 5),
                'learning_rate':trial.suggest_loguniform('learning_rate',0.005,0.5),
                'colsample_bytree':trial.suggest_discrete_uniform('colsample_bytree',0.1,1,0.01),
                'nthread' : -1
            }
    
    model = XGBClassifier(**param,objective='binary:hinge',booster='gbtree')
    
    return cross_val_score(model, X, y, cv=3).mean()

study = optuna.create_study(direction='maximize',sampler=TPESampler())
study.optimize(lambda trial : objective(trial,X,y),n_trials= 50)

[I 2022-05-12 21:12:15,177] A new study created in memory with name: no-name-1e0d5035-742c-4cde-a682-17f34a66d5a5

[I 2022-05-12 21:12:17,535] Trial 0 finished with value: 0.9013628564954194 and parameters: {'n_estimators': 171, 'max_depth': 16, 'reg_alpha': 2, 'reg_lambda': 3, 'min_child_weight': 4, 'gamma': 2, 'learning_rate': 0.010121338648676323, 'colsample_bytree': 0.17}. Best is trial 0 with value: 0.9013628564954194.

[I 2022-05-12 21:12:17,877] Trial 1 finished with value: 0.11265417111780131 and parameters: {'n_estimators': 22, 'max_depth': 13, 'reg_alpha': 5, 'reg_lambda': 0, 'min_child_weight': 2, 'gamma': 5, 'learning_rate': 0.01084412820046744, 'colsample_bytree': 0.12000000000000001}. Best is trial 0 with value: 0.9013628564954194.

[I 2022-05-12 21:12:33,251] Trial 2 finished with value: 0.9185523291573597 and parameters: {'n_estimators': 764, 'max_depth': 9, 'reg_alpha': 1, 'reg_lambda': 1, 'min_child_weight': 1, 'gamma': 5, 'learning_rate': 0.016353407088989157, 'colsample_bytree': 0.75}. Best is trial 2 with value: 0.9185523291573597.

[I 2022-05-12 21:12:39,163] Trial 3 finished with value: 0.9051827393091839 and parameters: {'n_estimators': 177, 'max_depth': 19, 'reg_alpha': 0, 'reg_lambda': 1, 'min_child_weight': 0, 'gamma': 0, 'learning_rate': 0.0434330867326737, 'colsample_bytree': 0.45000000000000007}. Best is trial 2 with value: 0.9185523291573597.

[I 2022-05-12 21:12:45,174] Trial 4 finished with value: 0.9149266776731086 and parameters: {'n_estimators': 235, 'max_depth': 12, 'reg_alpha': 0, 'reg_lambda': 3, 'min_child_weight': 5, 'gamma': 3, 'learning_rate': 0.03626124380461167, 'colsample_bytree': 0.6799999999999999}. Best is trial 2 with value: 0.9185523291573597.

[I 2022-05-12 21:13:08,732] Trial 5 finished with value: 0.9103622414295426 and parameters: {'n_estimators': 465, 'max_depth': 19, 'reg_alpha': 0, 'reg_lambda': 5, 'min_child_weight': 2, 'gamma': 4, 'learning_rate': 0.0384858485316781, 'colsample_bytree': 0.96}. Best is trial 2 with value: 0.9185523291573597.

[I 2022-05-12 21:13:13,165] Trial 6 finished with value: 0.9100061506587679 and parameters: {'n_estimators': 750, 'max_depth': 3, 'reg_alpha': 4, 'reg_lambda': 0, 'min_child_weight': 4, 'gamma': 0, 'learning_rate': 0.019331637009954345, 'colsample_bytree': 0.25}. Best is trial 2 with value: 0.9185523291573597.

[I 2022-05-12 21:13:30,342] Trial 7 finished with value: 0.9141497523550549 and parameters: {'n_estimators': 773, 'max_depth': 14, 'reg_alpha': 4, 'reg_lambda': 5, 'min_child_weight': 1, 'gamma': 0, 'learning_rate': 0.011567516310609836, 'colsample_bytree': 0.28}. Best is trial 2 with value: 0.9185523291573597.

[I 2022-05-12 21:13:44,651] Trial 8 finished with value: 0.9111067948593442 and parameters: {'n_estimators': 683, 'max_depth': 14, 'reg_alpha': 1, 'reg_lambda': 4, 'min_child_weight': 5, 'gamma': 0, 'learning_rate': 0.008477029807181577, 'colsample_bytree': 0.28}. Best is trial 2 with value: 0.9185523291573597.


def objective(trial: Trial,X,y) -> float:
    
    joblib.dump(study, 'study.pkl')

    param = {
                "n_estimators" : trial.suggest_int('n_estimators', 100, 1000),
                'max_depth':trial.suggest_int('max_depth', 2, 30),
                'reg_alpha':trial.suggest_int('reg_alpha', 0, 5),
                'reg_lambda':trial.suggest_int('reg_lambda', 0, 5),
                'min_child_weight':trial.suggest_int('min_child_weight', 0, 5),
                'gamma':trial.suggest_int('gamma', 0, 5),
                'learning_rate':trial.suggest_loguniform('learning_rate',0.04,0.9),
                'nthread' : -1
            }
    
    model = XGBClassifier(**param,objective='binary:hinge',booster='gbtree')
    
    return cross_val_score(model, X, y, cv=3).mean()

study = optuna.create_study(direction='maximize',sampler=TPESampler())
study.optimize(lambda trial : objective(trial,X,y),n_trials= 50)

[I 2022-05-12 21:47:50,594] A new study created in memory with name: no-name-ec3948eb-6948-46c4-ad88-0987c7e509f6

[I 2022-05-12 21:47:55,087] Trial 0 finished with value: 0.9164805283092162 and parameters: {'n_estimators': 182, 'max_depth': 9, 'reg_alpha': 2, 'reg_lambda': 2, 'min_child_weight': 0, 'gamma': 5, 'learning_rate': 0.1724956717485711}. Best is trial 0 with value: 0.9164805283092162.

[I 2022-05-12 21:48:14,627] Trial 1 finished with value: 0.9107507040885694 and parameters: {'n_estimators': 950, 'max_depth': 9, 'reg_alpha': 0, 'reg_lambda': 5, 'min_child_weight': 2, 'gamma': 3, 'learning_rate': 0.07997103333057462}. Best is trial 0 with value: 0.9164805283092162.

[I 2022-05-12 21:48:25,095] Trial 2 finished with value: 0.9058301770742286 and parameters: {'n_estimators': 264, 'max_depth': 16, 'reg_alpha': 0, 'reg_lambda': 0, 'min_child_weight': 3, 'gamma': 4, 'learning_rate': 0.041943512066050376}. Best is trial 0 with value: 0.9164805283092162.

[I 2022-05-12 21:48:46,189] Trial 3 finished with value: 0.9162862969797029 and parameters: {'n_estimators': 816, 'max_depth': 13, 'reg_alpha': 0, 'reg_lambda': 5, 'min_child_weight': 5, 'gamma': 5, 'learning_rate': 0.06849104899214042}. Best is trial 0 with value: 0.9164805283092162.

[I 2022-05-12 21:48:59,683] Trial 4 finished with value: 0.8927195623320708 and parameters: {'n_estimators': 544, 'max_depth': 16, 'reg_alpha': 0, 'reg_lambda': 0, 'min_child_weight': 1, 'gamma': 5, 'learning_rate': 0.4315301446000399}. Best is trial 0 with value: 0.9164805283092162.

[I 2022-05-12 21:49:30,585] Trial 5 finished with value: 0.9002298404065909 and parameters: {'n_estimators': 846, 'max_depth': 25, 'reg_alpha': 2, 'reg_lambda': 2, 'min_child_weight': 1, 'gamma': 4, 'learning_rate': 0.3122548639938662}. Best is trial 0 with value: 0.9164805283092162.

[I 2022-05-12 21:49:56,440] Trial 6 finished with value: 0.8974134861286459 and parameters: {'n_estimators': 897, 'max_depth': 14, 'reg_alpha': 0, 'reg_lambda': 3, 'min_child_weight': 5, 'gamma': 5, 'learning_rate': 0.45268116494241095}. Best is trial 0 with value: 0.9164805283092162.

[I 2022-05-12 21:50:05,446] Trial 7 finished with value: 0.9027224758020136 and parameters: {'n_estimators': 546, 'max_depth': 10, 'reg_alpha': 1, 'reg_lambda': 2, 'min_child_weight': 4, 'gamma': 0, 'learning_rate': 0.18508807295456214}. Best is trial 0 with value: 0.9164805283092162.

[I 2022-05-12 21:50:16,437] Trial 8 finished with value: 0.9174516849567835 and parameters: {'n_estimators': 204, 'max_depth': 27, 'reg_alpha': 3, 'reg_lambda': 5, 'min_child_weight': 1, 'gamma': 4, 'learning_rate': 0.049818227621993595}. Best is trial 8 with value: 0.9174516849567835.


def objective(trial: Trial,X,y) -> float:
    
    joblib.dump(study, 'study.pkl')

    param = {
                "n_estimators" : trial.suggest_int('n_estimators', 100, 1000),
                'max_depth':trial.suggest_int('max_depth', 2, 30),
                'reg_alpha':trial.suggest_int('reg_alpha', 0, 5),
                'reg_lambda':trial.suggest_int('reg_lambda', 0, 5),
                'min_child_weight':trial.suggest_int('min_child_weight', 0, 5),
                'gamma':trial.suggest_int('gamma', 0, 5),
                'learning_rate':trial.suggest_loguniform('learning_rate',0.04,0.9),
                'nthread' : -1
            }
    
    model = XGBClassifier(**param,objective='binary:logistic',booster='gbtree')
    
    return cross_val_score(model, X, y, cv=3).mean()

study = optuna.create_study(direction='maximize',sampler=TPESampler())
study.optimize(lambda trial : objective(trial,X,y),n_trials= 50)

[I 2022-05-12 22:00:09,761] A new study created in memory with name: no-name-925a1bf1-96bd-4d41-bb0a-d92d416bb638

[I 2022-05-12 22:00:20,078] Trial 0 finished with value: 0.9151856527791266 and parameters: {'n_estimators': 322, 'max_depth': 15, 'reg_alpha': 1, 'reg_lambda': 1, 'min_child_weight': 2, 'gamma': 2, 'learning_rate': 0.0858663933010052}. Best is trial 0 with value: 0.9151856527791266.

[I 2022-05-12 22:00:53,201] Trial 1 finished with value: 0.9159625780971804 and parameters: {'n_estimators': 982, 'max_depth': 22, 'reg_alpha': 2, 'reg_lambda': 3, 'min_child_weight': 5, 'gamma': 2, 'learning_rate': 0.2242990917503487}. Best is trial 1 with value: 0.9159625780971804.

[I 2022-05-12 22:00:58,533] Trial 2 finished with value: 0.9069631931630573 and parameters: {'n_estimators': 316, 'max_depth': 8, 'reg_alpha': 0, 'reg_lambda': 0, 'min_child_weight': 1, 'gamma': 3, 'learning_rate': 0.6671218352091225}. Best is trial 1 with value: 0.9159625780971804.

[I 2022-05-12 22:01:05,423] Trial 3 finished with value: 0.9173545692920269 and parameters: {'n_estimators': 688, 'max_depth': 4, 'reg_alpha': 2, 'reg_lambda': 2, 'min_child_weight': 5, 'gamma': 0, 'learning_rate': 0.05365164615853653}. Best is trial 3 with value: 0.9173545692920269.

[I 2022-05-12 22:01:13,248] Trial 4 finished with value: 0.9158007186559193 and parameters: {'n_estimators': 190, 'max_depth': 14, 'reg_alpha': 5, 'reg_lambda': 3, 'min_child_weight': 0, 'gamma': 5, 'learning_rate': 0.8344959371550988}. Best is trial 3 with value: 0.9173545692920269.

[I 2022-05-12 22:01:14,302] Trial 5 finished with value: 0.9150885371143698 and parameters: {'n_estimators': 145, 'max_depth': 2, 'reg_alpha': 1, 'reg_lambda': 2, 'min_child_weight': 3, 'gamma': 1, 'learning_rate': 0.1346500446103859}. Best is trial 3 with value: 0.9173545692920269.

[I 2022-05-12 22:01:42,026] Trial 6 finished with value: 0.9185199572691074 and parameters: {'n_estimators': 717, 'max_depth': 19, 'reg_alpha': 2, 'reg_lambda': 5, 'min_child_weight': 3, 'gamma': 4, 'learning_rate': 0.10883967002133411}. Best is trial 6 with value: 0.9185199572691074.

[I 2022-05-12 22:01:51,055] Trial 7 finished with value: 0.9138260334725324 and parameters: {'n_estimators': 589, 'max_depth': 7, 'reg_alpha': 1, 'reg_lambda': 2, 'min_child_weight': 3, 'gamma': 4, 'learning_rate': 0.6755062851724256}. Best is trial 6 with value: 0.9185199572691074.

[I 2022-05-12 22:02:19,503] Trial 8 finished with value: 0.9169984785212523 and parameters: {'n_estimators': 745, 'max_depth': 26, 'reg_alpha': 2, 'reg_lambda': 1, 'min_child_weight': 4, 'gamma': 2, 'learning_rate': 0.12639803512479192}. Best is trial 6 with value: 0.9185199572691074.


from xgboost import XGBRegressor
def objective(trial: Trial,X,y) -> float:
    
    joblib.dump(study, 'study.pkl')

    param = {
                "n_estimators" : trial.suggest_int('n_estimators', 100, 1000),
                'max_depth':trial.suggest_int('max_depth', 2, 30),
                'reg_alpha':trial.suggest_int('reg_alpha', 0, 5),
                'reg_lambda':trial.suggest_int('reg_lambda', 0, 5),
                'min_child_weight':trial.suggest_int('min_child_weight', 0, 5),
                'gamma':trial.suggest_int('gamma', 0, 5),
                'learning_rate':trial.suggest_loguniform('learning_rate',0.04,0.9),
                'nthread' : -1
            }
    
    model = XGBRegressor(**param,objective='reg:logistic')
    
    return cross_val_score(model, X, y, cv=3).mean()

study = optuna.create_study(direction='maximize',sampler=TPESampler())
study.optimize(lambda trial : objective(trial,X,y),n_trials= 50)

[I 2022-05-12 22:32:39,877] A new study created in memory with name: no-name-03dee9a0-4e1a-436b-9cbf-302387e89935

[I 2022-05-12 22:32:49,030] Trial 0 finished with value: 0.3951404265334319 and parameters: {'n_estimators': 968, 'max_depth': 14, 'reg_alpha': 3, 'reg_lambda': 4, 'min_child_weight': 5, 'gamma': 0, 'learning_rate': 0.1567518927306854}. Best is trial 0 with value: 0.3951404265334319.

[I 2022-05-12 22:33:00,772] Trial 1 finished with value: 0.4029742055787933 and parameters: {'n_estimators': 481, 'max_depth': 14, 'reg_alpha': 0, 'reg_lambda': 1, 'min_child_weight': 2, 'gamma': 2, 'learning_rate': 0.1933194456160527}. Best is trial 1 with value: 0.4029742055787933.

[I 2022-05-12 22:33:10,616] Trial 2 finished with value: 0.4415800947741663 and parameters: {'n_estimators': 998, 'max_depth': 4, 'reg_alpha': 4, 'reg_lambda': 0, 'min_child_weight': 4, 'gamma': 3, 'learning_rate': 0.09896781773591297}. Best is trial 2 with value: 0.4415800947741663.

[I 2022-05-12 22:33:33,545] Trial 3 finished with value: 0.44626126433588603 and parameters: {'n_estimators': 538, 'max_depth': 15, 'reg_alpha': 4, 'reg_lambda': 1, 'min_child_weight': 0, 'gamma': 5, 'learning_rate': 0.08849281911215164}. Best is trial 3 with value: 0.44626126433588603.

[I 2022-05-12 22:33:37,405] Trial 4 finished with value: 0.4473052446218733 and parameters: {'n_estimators': 106, 'max_depth': 15, 'reg_alpha': 2, 'reg_lambda': 4, 'min_child_weight': 1, 'gamma': 4, 'learning_rate': 0.05646889294525963}. Best is trial 4 with value: 0.4473052446218733.

[I 2022-05-12 22:33:41,279] Trial 5 finished with value: 0.42871639187704585 and parameters: {'n_estimators': 524, 'max_depth': 3, 'reg_alpha': 3, 'reg_lambda': 3, 'min_child_weight': 3, 'gamma': 5, 'learning_rate': 0.0906325021940363}. Best is trial 4 with value: 0.4473052446218733.

[I 2022-05-12 22:34:05,681] Trial 6 finished with value: 0.3537936023255967 and parameters: {'n_estimators': 815, 'max_depth': 26, 'reg_alpha': 1, 'reg_lambda': 4, 'min_child_weight': 5, 'gamma': 1, 'learning_rate': 0.7023094241170149}. Best is trial 4 with value: 0.4473052446218733.

[I 2022-05-12 22:34:09,102] Trial 7 finished with value: 0.40429525381916975 and parameters: {'n_estimators': 371, 'max_depth': 4, 'reg_alpha': 3, 'reg_lambda': 2, 'min_child_weight': 1, 'gamma': 0, 'learning_rate': 0.36716179040356517}. Best is trial 4 with value: 0.4473052446218733.

[I 2022-05-12 22:34:24,038] Trial 8 finished with value: 0.4153718864031188 and parameters: {'n_estimators': 996, 'max_depth': 23, 'reg_alpha': 4, 'reg_lambda': 0, 'min_child_weight': 5, 'gamma': 0, 'learning_rate': 0.04967095944670787}. Best is trial 4 with value: 0.4473052446218733.

	age	job	marital	education	default	housing	loan	contact	month	day_of_week	...	campaign	pdays	previous	poutcome	emp.var.rate	cons.price.idx	cons.conf.idx	euribor3m	nr.employed	y
0	43	management	married	unknown	unknown	no	no	cellular	apr	thu	...	2	999	0	nonexistent	-1.8	93.075	-47.1	1.410	5099.1	0
1	30	admin.	married	university.degree	no	no	no	cellular	jul	fri	...	2	999	0	nonexistent	1.4	93.918	-42.7	4.963	5228.1	0
2	55	admin.	married	basic.4y	no	no	no	telephone	jun	thu	...	4	999	0	nonexistent	1.4	94.465	-41.8	4.866	5228.1	0
3	34	technician	single	university.degree	no	no	no	cellular	oct	fri	...	1	999	0	nonexistent	-3.4	92.431	-26.9	0.720	5017.5	1
4	32	blue-collar	married	basic.6y	unknown	no	no	telephone	may	thu	...	1	999	0	nonexistent	1.1	93.994	-36.4	4.855	5191.0	0
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
30886	34	blue-collar	married	high.school	no	yes	no	telephone	may	fri	...	2	999	0	nonexistent	1.1	93.994	-36.4	4.857	5191.0	0
30887	39	services	married	high.school	no	no	no	telephone	may	tue	...	2	999	0	nonexistent	1.1	93.994	-36.4	4.856	5191.0	0
30888	23	student	single	unknown	no	no	no	cellular	jul	tue	...	2	16	1	success	-1.7	94.215	-40.3	0.876	4991.6	1
30889	43	blue-collar	married	basic.4y	unknown	no	no	telephone	jun	thu	...	1	999	0	nonexistent	1.4	94.465	-41.8	4.958	5228.1	0
30890	34	technician	married	professional.course	no	yes	no	cellular	sep	wed	...	2	999	0	nonexistent	-3.4	92.379	-29.8	0.813	5017.5	1

	age	job	marital	education	default	housing	loan	contact	month	day_of_week	...	emp_std	price_std	conf_std	euri_std	nremp_std	emp_count	price_count	conf_count	euri_count	nremp_count
0	43	5	2	0	1	0	0	0	4	4	...	1.530428	0.562251	4.552455	1.671139	68.939189	2228	2228	2228	2228	2228
1	30	1	2	7	0	0	0	0	7	5	...	1.619852	0.574460	4.750547	1.769459	75.893818	7840	7840	7840	7840	7840
2	55	1	2	1	0	0	0	1	6	4	...	1.619852	0.574460	4.750547	1.769459	75.893818	7840	7840	7840	7840	7840
3	34	10	3	7	0	0	0	0	10	5	...	1.515163	0.537007	4.560869	1.664106	71.333829	5067	5067	5067	5067	5067
4	32	2	2	2	1	0	0	1	5	4	...	1.444132	0.564063	4.141377	1.650958	59.721876	6914	6914	6914	6914	6914
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
30886	34	2	2	4	0	1	0	1	5	5	...	1.444132	0.564063	4.141377	1.650958	59.721876	6914	6914	6914	6914	6914
30887	39	8	2	4	0	0	0	1	5	2	...	1.468619	0.561753	4.193546	1.671734	63.503402	2921	2921	2921	2921	2921
30888	23	9	3	0	0	0	0	0	7	2	...	1.484208	0.707133	6.156032	1.577079	79.439199	666	666	666	666	666
30889	43	2	2	1	1	0	0	1	6	4	...	1.444132	0.564063	4.141377	1.650958	59.721876	6914	6914	6914	6914	6914
30890	34	10	2	6	0	1	0	0	9	3	...	1.515163	0.537007	4.560869	1.664106	71.333829	5067	5067	5067	5067	5067

	age	job	marital	education	default	housing	loan	contact	month	day_of_week	duration	campaign	pdays	previous	poutcome	emp.var.rate	cons.price.idx	cons.conf.idx	euribor3m	nr.employed	y
1	30	1	2	7	0	0	0	0	7	5	1164	2	999	0	1	1.4	93.918	-42.7	4.963	5228.1	0
5	35	7	2	7	0	0	0	0	7	4	1175	2	999	0	1	1.4	93.918	-42.7	4.958	5228.1	1
51	25	1	2	4	0	1	0	0	11	4	702	1	999	0	1	-3.4	92.649	-30.1	0.714	5017.5	0
57	42	10	2	6	1	1	0	0	7	4	721	10	999	0	1	1.4	93.918	-42.7	4.968	5228.1	0
58	52	8	2	4	1	1	0	0	7	5	946	3	999	0	1	1.4	93.918	-42.7	4.962	5228.1	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
30820	39	11	3	3	0	1	0	1	5	1	846	2	999	0	1	-1.8	92.893	-46.2	1.354	5099.1	0
30845	43	7	2	4	1	1	0	0	4	3	902	2	999	0	1	-1.8	93.075	-47.1	1.445	5099.1	0
30862	33	1	3	4	0	1	0	0	4	3	961	2	999	1	0	-1.8	93.075	-47.1	1.372	5099.1	1
30876	46	5	2	7	0	1	0	1	5	2	716	2	999	0	1	1.1	93.994	-36.4	4.857	5191.0	0
30887	39	8	2	4	0	0	0	1	5	2	919	2	999	0	1	1.1	93.994	-36.4	4.856	5191.0	0